Abstract: Some variations provide a method of tailoring the surface of a soft magnet, comprising: depositing an austenite-phase-stabilizing donor material on one or more first surface regions of a ferromagnetic receiver material; not depositing the austenite-phase-stabilizing donor material on one or more second surface regions of the ferromagnetic receiver material; laser melting the austenite-phase-stabilizing donor material into the first surface regions; and solidifying the molten austenite-phase-stabilizing donor material within the first surface regions, thereby selectively alloying the ferromagnetic receiver material in the first surface regions. Laser ablation may be utilized instead of laser melting. The first surface regions have a significantly higher magnetic permeability, following the selective alloying of the donor material, compared to the second surface regions. Soft magnets with surface-tailored magnetic permeability are provided by this technology, which is demonstrated using several examples.

Abstract: In situ defect detection of additively-manufactured articles using graph neural networks are provided. One aspect includes a computing device comprising processing circuitry and memory storing instructions that, when executed by the processing circuitry, causes the processing circuitry to store a graph comprising a plurality of light intensity values measured in situ during an additive manufacturing process and to generate an output describing a predicted defect in the graph using a graph neural network, wherein the graph neural network has been trained using labeled training data generated by a process comprising storing a training graph comprising a plurality of training light intensity values measured in situ during a training additive manufacturing process of the training article, determining one or more defect locations of the training article, determining a plurality of training sub-graphs from the training graph, and pairing a training sub-graph with defect information.

Abstract: Examples for detection of defects in an additively manufactured object are provided. In one aspect, a method is provided. The method comprises receiving in-situ spectral data measured from the additively manufactured object during an additive manufacturing process, constructing a graph data structure using the in-situ spectral data, and outputting a predicted defect region using the graph data structure and a trained graph-learning neural network.

Abstract: Some variations provide a method of tailoring the surface of a soft magnet, comprising: depositing an austenite-phase-stabilizing donor material on one or more first surface regions of a ferromagnetic receiver material; not depositing the austenite-phase-stabilizing donor material on one or more second surface regions of the ferromagnetic receiver material; laser melting the austenite-phase-stabilizing donor material into the first surface regions; and solidifying the molten austenite-phase-stabilizing donor material within the first surface regions, thereby selectively alloying the ferromagnetic receiver material in the first surface regions. Laser ablation may be utilized instead of laser melting. The first surface regions have a significantly higher magnetic permeability, following the selective alloying of the donor material, compared to the second surface regions. Soft magnets with surface-tailored magnetic permeability are provided by this technology, which is demonstrated using several examples.

Abstract: Some variations provide a method of tailoring the surface of a soft magnet, comprising: depositing an austenite-phase-stabilizing donor material on one or more first surface regions of a ferromagnetic receiver material; not depositing the austenite-phase-stabilizing donor material on one or more second surface regions of the ferromagnetic receiver material; laser melting the austenite-phase-stabilizing donor material into the first surface regions; and solidifying the molten austenite-phase-stabilizing donor material within the first surface regions, thereby selectively alloying the ferromagnetic receiver material in the first surface regions. Laser ablation may be utilized instead of laser melting. The first surface regions have a significantly higher magnetic permeability, following the selective alloying of the donor material, compared to the second surface regions. Soft magnets with surface-tailored magnetic permeability are provided by this technology, which is demonstrated using several examples.

Abstract: This invention provides methods for fabricating a hard or soft magnet with tailorable magnetic and crystallographic orientations. Methods are disclosed to individually tailor three-dimensional voxels for selected crystallographic orientations and, independently, selected magnetic orientations with location specificity throughout a magnet.

Abstract: Some variations provide a permanent-magnet structure comprising: a region having a plurality of magnetic domains and a region-average magnetic axis, wherein each of the magnetic domains has a domain magnetic axis that is substantially aligned with the region-average magnetic axis, and wherein the plurality of magnetic domains is characterized by an average magnetic domain size. Within the region, there is a plurality of metal-containing grains characterized by an average grain size, and each of the magnetic domains has a domain easy axis that is dictated by a crystallographic texture of the metal-containing grains. The region has a region-average easy axis based on the average value of the domain easy axis within that region. The region-average magnetic axis and the region-average easy axis form a region-average alignment angle that has a standard deviation less than 30° within the plurality of magnetic domains. Many permanent-magnet structures are disclosed herein.

Abstract: Some variations provide a permanent-magnet structure comprising: a region having a plurality of magnetic domains and a region-average magnetic axis, wherein each of the magnetic domains has a domain magnetic axis that is substantially aligned with the region-average magnetic axis, and wherein the plurality of magnetic domains is characterized by an average magnetic domain size. Within the region, there is a plurality of metal-containing grains characterized by an average grain size, and each of the magnetic domains has a domain easy axis that is dictated by a crystallographic texture of the metal-containing grains. The region has a region-average easy axis based on the average value of the domain easy axis within that region. The region-average magnetic axis and the region-average easy axis form a region-average alignment angle that has a standard deviation less than 30° within the plurality of magnetic domains. Many permanent-magnet structures are disclosed herein.

Abstract: An imaging sensor package includes: an imaging sensor; and an architected substrate coupled to a bottom surface of the imaging sensor. The architected substrate has local stiffness variations along an in-plane direction of the architected substrate, and the imaging sensor and the architected substrate are curved.

Abstract: Some variations provide a method of tailoring the surface of a soft magnet, comprising: depositing an austenite-phase-stabilizing donor material on one or more first surface regions of a ferromagnetic receiver material; not depositing the austenite-phase-stabilizing donor material on one or more second surface regions of the ferromagnetic receiver material; laser melting the austenite-phase-stabilizing donor material into the first surface regions; and solidifying the molten austenite-phase-stabilizing donor material within the first surface regions, thereby selectively alloying the ferromagnetic receiver material in the first surface regions. Laser ablation may be utilized instead of laser melting. The first surface regions have a significantly higher magnetic permeability, following the selective alloying of the donor material, compared to the second surface regions. Soft magnets with surface-tailored magnetic permeability are provided by this technology, which is demonstrated using several examples.

Abstract: This invention provides methods for fabricating a hard or soft magnet with tailorable magnetic and crystallographic orientations. Methods are disclosed to individually tailor three-dimensional voxels for selected crystallographic orientations and, independently, selected magnetic orientations with location specificity throughout a magnet.

Abstract: This invention provides methods for fabricating a hard or soft magnet with tailorable magnetic and crystallographic orientations. Methods are disclosed to individually tailor three-dimensional voxels for selected crystallographic orientations and, independently, selected magnetic orientations with location specificity throughout a magnet.

Abstract: This invention provides methods for fabricating a hard or soft magnet with tailorable magnetic and crystallographic orientations. Methods are disclosed to individually tailor three-dimensional voxels for selected crystallographic orientations and, independently, selected magnetic orientations with location specificity throughout a magnet.

Abstract: Some variations provide a permanent-magnet structure comprising: a region having a plurality of magnetic domains and a region-average magnetic axis, wherein each of the magnetic domains has a domain magnetic axis that is substantially aligned with the region-average magnetic axis, and wherein the plurality of magnetic domains is characterized by an average magnetic domain size. Within the region, there is a plurality of metal-containing grains characterized by an average grain size, and each of the magnetic domains has a domain easy axis that is dictated by a crystallographic texture of the metal-containing grains. The region has a region-average easy axis based on the average value of the domain easy axis within that region. The region-average magnetic axis and the region-average easy axis form a region-average alignment angle that has a standard deviation less than 30° within the plurality of magnetic domains. Many permanent-magnet structures are disclosed herein.

Abstract: An imaging sensor package includes: an imaging sensor; and an architected substrate coupled to a bottom surface of the imaging sensor. The architected substrate has local stiffness variations along an in-plane direction of the architected substrate, and the imaging sensor and the architected substrate are curved.

Abstract: A method of additive manufacturing a part on a build plate includes additive manufacturing at least a first layer of the part on the build plate, supplying a series of frequencies to the build plate from a resonate probe connected to the build plate, processing a received response from an ultrasonic detector connected to the build plate, determining a series of resonant frequencies of the build plate and a corresponding series of peak intensities from the received response, comparing the resonant frequencies and the corresponding peak intensities to a set of reference resonant frequencies and a corresponding set of reference peak intensities, respectively, calculating an intensity difference between a peak intensity and a reference peak intensity or a frequency difference between a resonant frequency and a reference resonant frequency, and additive manufacturing a subsequent layer of the part if the intensity difference and the frequency difference are below a threshold.

Abstract: A formation assembly for use in manufacturing a reinforced insulation panel including a foam material and a reinforcing structure includes a back plate including a first surface configured to receive the foam material, and a first support sheet spaced from the first surface to form a gap therebetween, wherein the first support sheet supports the reinforcing structure. The formation assembly also includes a second support sheet spaced from the first support sheet, wherein the second support sheet defines an upper boundary of the reinforced insulation panel. A rigid structure is coupled to the second support sheet, wherein the rigid structure restricts movement of the reinforced insulation panel.

Abstract: A formation assembly for use in manufacturing a reinforced insulation panel including a foam material and a reinforcing structure includes a back plate including a first surface configured to receive the foam material, and a first support sheet spaced from the first surface to form a gap therebetween, wherein the first support sheet supports the reinforcing structure. The formation assembly also includes a second support sheet spaced from the first support sheet, wherein the second support sheet defines an upper boundary of the reinforced insulation panel. A rigid structure is coupled to the second support sheet, wherein the rigid structure restricts movement of the reinforced insulation panel.

Abstract: A controller identifies a condition of a hazardous internal short by comparing patterns of series element voltages to the last known balance condition of the series elements. If the loaded or resting voltage of one or more contiguous series elements uniformly drop from the previously known condition by an amount consistent with an over-current condition, an over-current internal short circuit fault is registered. The desired response is to prevent the affected series elements from heating to a hazardous temperature by summoning the maximum heat rejection capability of the system until the short ceases and the affected elements cool, the cooling function is no longer able to operate due to low voltage, or the affected series string has drained all of its energy through the short. Also includes are responses that allow the battery pack to continue to power the cooling system even though it may enter an over-discharged state.

Abstract: A controller identifies a condition of a hazardous internal short by comparing patterns of series element voltages to the last known balance condition of the series elements. If the loaded or resting voltage of one or more contiguous series elements uniformly drop from the previously known condition by an amount consistent with an over-current condition, an over-current internal short circuit fault is registered. The desired response is to prevent the affected series elements from heating to a hazardous temperature by summoning the maximum heat rejection capability of the system until the short ceases and the affected elements cool, the cooling function is no longer able to operate due to low voltage, or the affected series string has drained all of its energy through the short. Also includes are responses that allow the battery pack to continue to power the cooling system even though it may enter an over-discharged state.