Automated Optical Measurement System To Determine Semiconductor Properties
Described are devices and methods for measuring semiconductor materials, devices, circuits, and systems. The device includes a probe head that accepts multiple optical assemblies. At least one optical assembly provides a light source, and at least one optical assembly provides a detector. Both are coupled to the probe head. The optical assemblies may be manually or automatically adjustable using kinematic mounts, and may include optical fibers for conveying light to and from a sample. Each optical assembly may include a lens stack or an objective. Illumination and collection assemblies may share a common focal point, and different subsets of assemblies may share different focal points. The device may include a sample bed for imaging multiple samples at once, and may be coupled to a control system for automatically positioning the samples and/or the optical assemblies.
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Traditionally, semiconductors used for electronic and optoelectronic applications are optimized using a top-down engineering approach, wherein a single device is built, tested, and afterwards studied to determine where improvements in performance can be made. Oftentimes, more than one device is fabricated in order to obtain statistics or to compare different processing conditions. This common practice is time-intensive, inefficient, and expensive.
SUMMARYDescribed herein is an automated, optical measurement system (or “tool”) for determining various properties of semiconductor samples. The tool is capable of handling multiple samples and concurrently or simultaneously measuring a broadband optical response of a photoactive layer, such as photoexcited carrier recombination rates and diffusion length. Unlike the known prior art, the tool described herein is a single instrument that allows a user to “plug and play” (i.e. freely substitute) their own light source (e.g. a laser) and detection systems (e.g. imaging sensors). The tool is capable of accurately predicting device performance by analyzing only half of the total layers in the completed device.
Also, this tool allows the user to evaluate materials to a performance limit (e.g. a maximum theoretical performance limit). Traditionally, materials are compared to reference or calibration devices, which can take a long time to fabricate. Theoretical limits, on the other hand, can provide users (e.g. researchers) an advantage in the materials and device optimization processes. It is noted that additional user experience in fabricating high-quality devices can provide helpful information and processing constraints that could facilitate even more efficient workflow.
Thus, one embodiment of the concepts, techniques, and systems described herein is a device for optically measuring properties of a semiconductor sample, the device comprising a probe head configured to accept a plurality of optical assemblies; one or more optical assemblies, each comprising a light source, coupled to the probe head and configured to direct light toward the sample; and one or more optical assemblies, each comprising a detector, coupled to the probe head and configured to detect light from the one or more light sources.
Some embodiments further include a sample bed for concurrently accepting multiple samples.
In some embodiments, the optical assemblies comprise a broadband optical light source and optics for detecting a response of a semiconductor.
In some embodiments, the optics for detecting a response of a semiconductor comprises optics for detecting a response of a semiconductor having a photoactive layer.
In some embodiments, the optical assemblies comprise a broadband light source and a detector configured to detect signals from the broadband light source.
In some embodiments, the optical assemblies comprise a monochromatic light source and a detector configured to detect signals from the monochromatic light source.
In some embodiments, the optical assemblies comprise a plurality of light sources and a detector that is configured to detect signals from multiple ones of the plurality of light sources.
In some embodiments, a number of light sources coupled to the probe head equals a number of detectors coupled to the probe head.
In some embodiments, each detector is configured to detect light from a corresponding one of the light sources.
Another embodiment is a probe head comprising means for concurrently making measurements of a semiconductor using one or more broadband light sources and one or more monochromatic light sources.
In some embodiments, at least one of the one or more monochromatic light sources is a laser light source.
Another embodiment is a measurement system comprising an interchangeable optical probe head configured to accept multiple sources and multiple detectors thereby allowing for concurrent measurements and imaging on multiple samples.
Some embodiments further include a processor configured to perform data management and/or a data analysis methodology applicable to any optically active material.
Another embodiment is a method of determining physical parameters of a semiconductor sample, the method comprising: accepting the semiconductor sample; concurrently exposing the semiconductor sample to a plurality of light sources; concurrently detecting light from the plurality of light sources; and determining a range of physical parameters of the semiconductor sample.
In some embodiments, accepting the semiconductor sample comprises accepting a plurality of partially completed semiconductors; and determining the range of physical parameters of the semiconductor sample comprises determining a range of physical parameters of the plurality of partially completed semiconductors.
The concepts, systems, devices and techniques described herein find utility in a variety of areas including, but not limited to: semiconducting materials used for solar cells, light-emitting diodes, integrated circuits, photodetectors, lasers, etc. It had been recognized that such semiconducting materials are traditionally difficult to optimize because performance losses depend on several factors. Pinpointing these factors typically requires multiple measurements over separate instruments, making the process time-intensive. The concepts, systems, devices and techniques are directed towards a large-area, automated characterization system (also sometimes referred to herein as an “automated tool” or more simply a “tool”) capable of performing several distinct measurements with the same mechanical configuration (i.e. the same setup) and extracting a range of physical parameters. In embodiments, such parameters may be provided as inputs to a system that predicts performance before completing the device. Overall, the concepts, systems, devices and techniques described herein save both time and cost and provides new physical insights that guide rational device optimization.
Accordingly, the system described herein, is a system capable of handling/measuring/analyzing one or more samples with less (and ideally minimal) human interaction compared with prior art systems. In embodiments, the tool is capable of concurrently handling/measuring/analyzing properties of multiple, different samples.
In embodiments, the samples may be semiconductor materials or devices (collectively referred to herein as a “semiconductors”). In embodiments, the tool may measure a series of specific properties (characteristics) of one or more semiconductors. The tool allows the measurements to be done concurrently on one or more semiconductor materials or devices. In embodiments, the measured properties of the one or more semiconductor materials or devices may be used as inputs into models used to estimate or predict performance limits (e.g. theoretical performance limits) of the one or more semiconductor materials or devices. In embodiments, the one or more semiconductor materials or devices may include, but are not limited to, solar cells, light-emitting diodes, integrated circuits, photodetectors, lasers, to name but a few examples.
In embodiments, the tool allows the measurements to be done concurrently on one or more partially completed semiconductor materials or devices. In embodiments, the measured properties of the partially completed semiconductor materials or devices may be used as inputs into device models(e.g. detailed-balance device models) which may estimate or predict performance limits (e.g. theoretical performance limits) of a completed semiconductor material or device. In embodiments, the completed one or more semiconductor materials or devices may be include, but are not limited to: solar cells, light-emitting diodes, integrated circuits, photodetectors, lasers, to name but a few examples.
In embodiments, the tool is capable of making multiple measurements at different points in time (or at different portions of one or more fabrication steps) throughout a device fabrication process.
In embodiments, the tool comprises a multimodal probe head design which allows the tool to concurrently (or in some cases simultaneously) measure with both broadband as well as monochromatic (i.e. laser) sources with. Concurrent and/or simultaneous measurement allows for rapid acquisition of data sets (which may be relatively large) used to identify performance-limiting regions. In embodiments, the multimodal probe head may be guided by machine vision. A controller coupled to the multimodal probe head coupled with machine vision allows the tool to be automated. The tool may thus result in a significant reduction in the user time incurred for traditional measurements. The tool has a modular design where external light-sources or detection systems available to a user can be easily integrated with the tool, providing both versatility and cost-savings. Light sources, detectors, and timing electronics can comprise >90% of the total instrument cost. The system described herein allows the user to “plug-and-play” with light sources and/or detectors including existing commercially available light sources and/or detectors
Embodiments of the tool may be used at least for the following, illustrative purposes: (A) Bulk Performance Measurements; (B) Bulk Stability Measurements; and (C) Imaging Measurements.
Bulk Performance Measurements may include: (A1) automated acquisition of single measurements including transmittance, reflectance, steady-state photoluminescence, and time-resolved photoluminescence on a single or multiple samples; and (A2) automated acquisition of simultaneous and sequential measurements of transmittance, reflectance, steady-state photoluminescence, and time-resolved photoluminescence paired with data analysis to extract material recombination rate constants, interfacial recombination rates, surface recombination velocities, diffusion lengths, quantities related to the dielectric function (i.e. absorption coefficient), and sample thickness; which are then used as inputs into theoretical device models for a single or multiple samples.
Bulk Stability Measurements may include: (B1) in-situ monitoring of light or thermal induced degradation; (B2) monitoring of chemical and structural changes with optical probes over extended periods of time (i.e. months).
Imaging Measurements may include: (C1) the probe head (described in further detail hereinbelow) can be equipped with imaging optics (i.e. an objective) to perform both macro and microscopic measurements including photoluminescence, electroluminescence, and light-beam induced current (LBIC) imaging. Defects from processing and poor interlayer contacts can be quickly identified, isolated, and optimized.
The tool described herein may have an interchangeable optical probe head allowing for simultaneous measurements and imaging on multiple samples. The tool's design is modular allowing users to integrate their own light sources and detectors into the setup which, in some cases, can reduce (and in some cases significantly reduce) the total system cost. By contrast, known commercial instruments for performing common physical measurements can only measure one sample at a time.
In embodiments, the tool comprises a processor configured to perform data management and/or a data analysis methodology that is broadly applicable to any optically active material.
The first demonstrations of this tool have revealed several unexpected results. For example, in embodiments, a solar cell's performance can be predicted by depositing and measuring only 3 of 6 total layers, saving >60% of the typical time to complete a full device. In embodiments, using the automated tool described herein, it is found that a user may, on average, save 8 minutes of instrument interaction time per sample. For a common solar cell device batch of 16 samples, this equates to approximately 2 hours of time savings for the user.
This Summary is provided to introduce a selection of concepts in simplified form that are further described below in the Detailed Description. This Summary is not intended to identify key or essential features or combinations of the claimed subject matter, nor is it intended to be used to limit the scope of the claimed subject matter.
The foregoing and other objects, features and advantages will be apparent from the following more particular description of the embodiments, as illustrated in the accompanying drawings in which like reference characters refer to the same parts throughout the different views. The drawings are not necessarily to scale, emphasis instead being placed upon illustrating the principles of the embodiments.
Referring now to
One or more detectors, capable of detecting signals from the sources are disposed to detect the signals. The detected signals (which may be raw data or data processed by the detectors) are provided to a performance metrics processor (not shown) which computes or otherwise determines performance metrics. A control system is coupled to the various components to coordinate operation of the various components. In particular, a motion controller controls motion of a platform on which a semiconductor under test may be disposed. The motion controller may implement motion logic via a processor that is the same or a different processor as the performance metrics processor.
Referring now to
An advantage of the tool's design is its flexibility and the range of equipment with which it can be paired. The three subcomponents of the tool—the light source, probe head, and detection equipment—are each designed for modularity. Further explanation of the modularity of these systems and the process flow is described below, starting from the light source, to the optical fiber, to the probe head, to signal collection through another optical fiber, and finally to the detection equipment.
The light source can vary depending on the tool's application and multiple light sources can be used simultaneously. For example, a monochromatic light source, such as a laser, could be used alongside a broadband light source such as a xenon arc, tungsten, or metal halide lamp. Any of these light sources could also be used independently if desired. The flexibility in light source and detector selection is coordinated with control software and accompanying microelectronics. Thus, the optical assemblies may comprise a plurality of light sources and a detector that is configured to detect signals from multiple ones of the plurality of light sources. Alternately, a number of light sources coupled to the probe head may equal a number of detectors coupled to the probe head, and each detector is configured to detect light from a corresponding one of the light sources.
Referring now to
Other embodiments of this tool can collect sample signals at oblique angles to quantify light directionality (as also shown in
The probe head also interfaces with the motion systems of the tool. The probe head is capable of translation in all three Cartesian axes (i.e. x, y, and z). This motion may be guided by a control processor which may, for example, execute control software, which can detect sample locations and direct the probe head to each sample autonomously, using techniques known in the art. This allows the tool to analyze multiple points on a single sample, or multiple samples, in a single run. As a result, the tool may be used to reduce the user-time required compared to traditional methods (as shown in
Thus, in
As may be seen in
As the light source enters the probe head, it is adjusted and focused to meet the needs of the application. The specific adjustment/focusing/tuning needs vary for each application based upon the light source, sample, and characterization tests being performed. The probe head accounts for the range of tuning needs through the implementation of a modular optics mounting strategy. In embodiments, the optics may utilize industry-standard threads for easy interchangeability while remaining compatible with the threaded mounts placed on the base of the probe head. This allows for a variety of optical components such as lenses, lens tubes, and light filters to be placed between the input optical fiber and the sample. The modularity of optical components also applies to the collection optics which collect and filter the signal from the sample and relay it through an output optical fiber.
The output optical fiber can carry the signal to a variety of detection systems. These systems are necessary intermediaries that allow signal from the sample to be collected and transformed into meaningful data. The detection systems could include a single photon avalanche photodiode (SP-APD), a photo-multiplier tube (PMT), a charged coupled device (CCD), and/or an oscilloscope. Modular software design allows for code wrappers to be integrated into the tool's main software that are capable of translating and controlling detection equipment through their native software library. As a result, the characterization tool can be made compatible with a wide range of detection equipment models and manufacturers.
Referring now to
The illumination optics comprise a kinematic mount coupled to a kinematic mount coupling, and a lens stack coupled to the kinematic mount. The optical fiber (which is not properly considered a part of the illumination optics) has a first end configured to be coupled to a light source (not shown) and a second end configured to be coupled to the kinematic mount via a fiber adapter. In embodiments, the kinematic mount is coupled to the kinematic mount coupling and a first end of the lens stack is coupled to the kinematic mount and in optical communication with the optical fiber. A second end of the lens stack is coupled to the probe head and disposed over an aperture provided in the probe head such that an optical signal path extends from the light source, through the aperture and optical fiber, to contact the sample (not shown).
It should be noted that all parts aside from the kinematic mount coupling and probe head may be provided as off-the-shelf components. This facilitates interchangeability and use of optical components that laboratories and other entities are likely to already have on hand.
As will be described in further detail below in conjunction with
Referring to
In embodiments, the probe head may be directly connected to one or more linear motion elements and can be positioned with respect to a sample for testing. Various adaptations can be made to the probe head to introduce further features and functionality. It is important to note that, in embodiments, the probe head is designed and configured to facilitate replacement (i.e. one probe head may be rapidly replaced by another probe head). This allows users to reduce the amount of setup time between various optical configurations by simply attaching a pre-aligned probe head if desired. In this example embodiment, the probe head comprises a mounting structure configured to couple to rails provided in a measurement system such as one of the systems described above in conjunction with
Referring now to
The illumination optics (also sometimes referred to as an “illumination optical assembly”) receives light from a light source via an optical fiber and directs the light toward a sample and a pair of collection optical assemblies (also sometimes referred to as “detection optical assemblies”) comprising collection optics disposed to collect light reflected or otherwise re-directed from the sample. Thus, in embodiments, it is desirable that the focal point of the detection optics be at or near the focal point of the input optical assembly.
Referring now to
In embodiments, the kinematic mount adapter threads directly to the optics configuration connected to the probe head. A kinematic mount in which the fiber port is attached is then fixed to the coupling with clearance for adjustment of the fiber. The kinematic mount is attached in such a manner that the optical fiber can be adjusted for tip, tilt, pitch, yaw, and both x-and y-directions independently from the fixed optical components that are attached directly to the probe head body. This may be important for calibrating optics and correcting for manufacturing inaccuracies.
Other embodiments of the tool include an electronically actuated fiber mounting system that automatically adjusts the alignment in all six degrees of freedom. Optical fiber alignment thumbscrews can be actuated with positioning motors. This allows an autonomous calibration sequence to get proper optical alignment, and testing in which the focal point of the source or collection optics is dynamically changed. This permits analyzing localized response of a sample as a function of distance from the source focal point. Multiple illumination and detection optics configurations can also be used at once.
Referring now to
Thus, in
Referring now to
In this example embodiment, the probe head comprises a dome shape. This allows for a mounting scheme in which the kinematic mount serves as the sole mounting point for both the objective (or lens stack) and optical fiber.
Thus, the embodiment of
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In embodiments, the system may include software which may reduce the amount of human interaction typically required to perform a set of measurements as well as reduce the tool's manufacturing cost. Using machine vision, the software may identify samples and suggest collection points, which can be manually approved or automatically executed.
The modular design of embodiments allows for multiple light source and detector configurations. For example, a broadband light source may be used to collect spectrally dependent information with regards to the photoactive layers. Different embodiments involve the broadband light source passing through a spectral filter (i.e. diffraction grating) before or after interacting with the sample.
where T(E) is the transmittance and R(E) is the reflectance, all as a function of energy E. We note that the absorptivity spectrum is often a critical parameter used in optoelectronic device modeling.
By contrast, a monochromatic light source, such as a laser that operates in continuous wave (CW) or pulsed mode, may be used to measure steady-state and time-resolved photoluminescence as well as the thickness of samples.
It is significant to note that the two data sets in
In addition to the single data sets that can all be measured with this one tool, multiple data sets can be collected simultaneously or sequentially to obtain inputs into theoretical device models. For example, semiconductor recombination rate constants such as k1, k2ext, and k3 which correspond to non-radiative, first-order (i.e. Shockley-Read-Hall) effects; the external radiative, second order (i.e. bimolecular) effects; and non-radiative, third-order (i.e. Auger) effects can be measured with intensity-dependent, time-resolved PL or quantum efficiency measurements (shown in
In
The method continues with concurrently exposing the semiconductor sample to a plurality of light sources. The light sources may be, illustratively, broadband or monochromatic light sources as described above in connection with
The method proceeds with concurrently detecting light from the plurality of sources. Detecting may be performed using optical assemblies and detectors as described in any of the above embodiments.
Finally, the method concludes with determining a range of physical parameters of the semiconductor sample. This latter determining process may be accomplished using hardware, or a combination of hardware or software, that is integral with or coupled to the measurement device, using data analysis techniques known in the art that are applied to the detected light.
As described above in connection with
Various embodiments of the concepts, systems, devices, structures and techniques sought to be protected are described herein with reference to the related drawings. Alternative embodiments can be devised without departing from the scope of the concepts, systems, devices, structures and techniques described herein. It is noted that various connections and positional relationships (e.g., over, below, adjacent, etc.) are set forth between elements in the following description and in the drawings. These connections and/or positional relationships, unless specified otherwise, can be direct or indirect, and the described concepts, systems, devices, structures and techniques are not intended to be limiting in this respect. Accordingly, a coupling of entities can refer to either a direct or an indirect coupling, and a positional relationship between entities can be a direct or indirect positional relationship.
As an example of an indirect positional relationship, references in the present description to forming layer “A” over layer “B” include situations in which one or more intermediate layers (e.g., layer “C”) is between layer “A” and layer “B” as long as the relevant characteristics and functionalities of layer “A” and layer “B” are not substantially changed by the intermediate layer(s).The following definitions and abbreviations are to be used for the interpretation of the claims and the specification. As used herein, the terms “comprises,” “comprising, “includes,” “including,” “has,” “having,” “contains” or “containing,” or any other variation thereof, are intended to cover a non-exclusive inclusion. For example, a composition, a mixture, process, method, article, or apparatus that comprises a list of elements is not necessarily limited to only those elements but can include other elements not expressly listed or inherent to such composition, mixture, process, method, article, or apparatus.
Additionally, the term “exemplary” is used herein to mean “serving as an example, instance, or illustration. Any embodiment or design described herein as “exemplary” is not necessarily to be construed as preferred or advantageous over other embodiments or designs. The terms “one or more” and “one or more” are understood to include any integer number greater than or equal to one, i.e. one, two, three, four, etc. The terms “a plurality” are understood to include any integer number greater than or equal to two, i.e. two, three, four, five, etc. The term “connection” can include an indirect “connection” and a direct “connection”.
References in the specification to “one embodiment, “an embodiment,” “an example embodiment,” etc., indicate that the embodiment described can include a particular feature, structure, or characteristic, but every embodiment can include the particular feature, structure, or characteristic. Moreover, such phrases are not necessarily referring to the same embodiment. Further, when a particular feature, structure, or characteristic is described in connection with an embodiment, it is submitted that it is within the knowledge of one skilled in the art to affect such feature, structure, or characteristic in connection with other embodiments whether or not explicitly described.
For purposes of the description herein, terms such as “upper,” “lower,” “right,” “left,” “vertical,” “horizontal, “top,” “bottom,” (to name but a few examples) and derivatives thereof shall relate to the described structures and methods, as oriented in the drawing figures. The terms “overlying,” “atop,” “on top, “positioned on” or “positioned atop” mean that a first element, such as a first structure, is present on a second element, such as a second structure, where intervening elements such as an interface structure can be present between the first element and the second element. The term “direct contact” means that a first element, such as a first structure, and a second element, such as a second structure, are connected without any intermediary elements. Such terms are sometimes referred to as directional or positional terms.
Use of ordinal terms such as “first,” “second,” “third,” etc., in the claims to modify a claim element does not by itself connote any priority, precedence, or order of one claim element over another or the temporal order in which acts of a method are performed, but are used merely as labels to distinguish one claim element having a certain name from another element having a same name (but for use of the ordinal term) to distinguish the claim elements.
The terms “approximately” and “about” may be used to mean within ±20% of a target value in some embodiments, within ±10% of a target value in some embodiments, within ±5% of a target value in some embodiments, and yet within ±2% of a target value in some embodiments. The terms “approximately” and “about” may include the target value. The term “substantially equal” may be used to refer to values that are within ±20% of one another in some embodiments, within ±10% of one another in some embodiments, within ±5% of one another in some embodiments, and yet within ±2% of one another in some embodiments.
The term “substantially” may be used to refer to values that are within ±20% of a comparative measure in some embodiments, within ±10% in some embodiments, within ±5% in some embodiments, and yet within ±2% in some embodiments. For example, a first direction that is “substantially” perpendicular to a second direction may refer to a first direction that is within ±20% of making a 90° angle with the second direction in some embodiments, within ±10% of making a 90° angle with the second direction in some embodiments, within ±5% of making a 90° angle with the second direction in some embodiments, and yet within ±2% of making a 90° angle with the second direction in some embodiments.
It is to be understood that the disclosed subject matter is not limited in its application to the details of construction and to the arrangements of the components set forth in the following description or illustrated in the drawings. The disclosed subject matter is capable of other embodiments and of being practiced and carried out in various ways.
Also, it is to be understood that the phraseology and terminology employed herein are for the purpose of description and should not be regarded as limiting. As such, those skilled in the art will appreciate that the conception, upon which this disclosure is based, may readily be utilized as a basis for the designing of other structures, methods, and systems for carrying out the several purposes of the disclosed subject matter. Therefore, the claims should be regarded as including such equivalent constructions insofar as they do not depart from the spirit and scope of the disclosed subject matter.
Although the disclosed subject matter has been described and illustrated in the foregoing exemplary embodiments, it is understood that the present disclosure has been made only by way of example, and that numerous changes in the details of implementation of the disclosed subject matter may be made without departing from the spirit and scope of the disclosed subject matter.
Claims
1. A device for optically measuring properties of a semiconductor sample, the device comprising:
- a probe head configured to accept a plurality of optical assemblies;
- one or more optical assemblies, each comprising a light source, coupled to the probe head and configured to direct light toward the semiconductor sample; and
- one or more optical assemblies, each comprising a detector, coupled to the probe head and configured to detect light from the one or more light sources.
2. The device of claim 1 further comprising a sample bed for concurrently accepting multiple samples.
3. The device of claim 1 wherein the optical assemblies comprise a broadband optical light source and optics for detecting a response of a semiconductor.
4. The device of claim 3 wherein the optics for detecting a response of a semiconductor comprises optics for detecting a response of a semiconductor having a photoactive layer.
5. The device of claim 1 wherein the optical assemblies comprise a broadband light source and a detector configured to detect signals from the broadband light source.
6. The device of claim 1 wherein the optical assemblies comprise a monochromatic light source and a detector configured to detect signals from the monochromatic light source.
7. The device of claim 1 wherein the optical assemblies comprise a plurality of light sources and a detector that is configured to detect signals from multiple ones of the plurality of light sources.
8. The device of claim 1 wherein a number of light sources coupled to the probe head equals a number of detectors coupled to the probe head.
9. The device of claim 8 wherein each detector is configured to detect light from a corresponding one of the light sources.
10. A probe head comprising means for concurrently making measurements of a semiconductor using one or more broadband light sources and one or more monochromatic light sources.
11. The probe head of claim 10 wherein at least one of the one or more monochromatic light sources is a laser light source.
12. A measurement system comprising an interchangeable optical probe head configured to accept multiple sources and multiple detectors thereby allowing for concurrent measurements and imaging on multiple samples.
13. The device of claim 12 further comprising a processor configured to perform data management and/or a data analysis methodology applicable to any optically active material.
14. A method of determining physical parameters of a semiconductor sample, the method comprising:
- (a) accepting the semiconductor sample;
- (b) concurrently exposing the semiconductor sample to a plurality of light sources;
- (c) concurrently detecting light from the plurality of light sources; and
- (d) determining a range of physical parameters of the semiconductor sample.
15. The method of claim 14 wherein:
- accepting the semiconductor sample comprises accepting a plurality of partially completed semiconductors; and
- determining a range of physical parameters of the semiconductor sample comprises determining the range of physical parameters of the plurality of partially completed semiconductors.
Type: Application
Filed: Aug 13, 2021
Publication Date: Sep 28, 2023
Applicant: Massachusetts Institute of Technology (Cambridge, MA)
Inventors: Anthony T. TROUPE (Cambridge, MA), Brandon T. MOTES (Rowlett, TX), Dane William DEQUILETTES (Somerville, MA), Vladimir BULOVIC (Lexington, MA)
Application Number: 18/041,279