Abstract: A fuel-storage tank for a vehicle includes a body defining an interior volume having a floor and a ceiling and configured to store fuel. The tank further includes an anti-slosh reinforcement column extending between the floor and the ceiling. The anti-slosh reinforcement column has a vertical baffle extending between the floor and the ceiling. The vertical baffle has opposing first and second major faces and edges extending therebetween. A horizontal baffle of the column has upper and lower major faces and edges extending therebetween. The horizontal baffle is rigidly supported on the vertical baffle such that the first and second major faces are substantially perpendicular to the upper and lower major faces.

Abstract: A fuel-storage tank for a vehicle includes a body defining an interior volume having a floor and a ceiling and configured to store fuel. The tank further includes an anti-slosh reinforcement column extending between the floor and the ceiling. The anti-slosh reinforcement column has a vertical baffle extending between the floor and the ceiling. The vertical baffle has opposing first and second major faces and edges extending therebetween. A horizontal baffle of the column has upper and lower major faces and edges extending therebetween. The horizontal baffle is rigidly supported on the vertical baffle such that the first and second major faces are substantially perpendicular to the upper and lower major faces.

Abstract: The present disclosure relates to systems and method of determining transcriptomic profile from omics imaging data. The systems and methods train machine learning methods with intrinsic and extrinsic features of a cell and/or tissue to define transcriptomic profiles of the cell and/or tissue. Applicants utilize a convolutional autoencoder to define cell subtypes from images of the cells.

Abstract: Methods and systems are provided for a conical guard for an evaporative emissions control (EVAP) system. In one example, the conical guard is arranged at an end of a vent line of the EVAP system, adapted with openings sufficiently small to hinder entry of foreign bodies into the vent line. The conical guard is further configured to trap and expel debris and maintain a desired rate of flow through the EVAP system.

Abstract: Methods and systems are provided for a conical guard for an evaporative emissions control (EVAP) system. In one example, the conical guard is arranged at an end of a vent line of the EVAP system, adapted with openings sufficiently small to hinder entry of foreign bodies into the vent line. The conical guard is further configured to trap and expel debris and maintain a desired rate of flow through the EVAP system.

Abstract: An integrated battery tray and reservoir assembly 10 is provided which is adapted to be operatively installed within the engine compartment of a conventional vehicle. Assembly 10 includes a battery tray portion 12 having a back wall 14 which includes a generally rectangular cavity 16; a vacuum reservoir plate 18 which is sealingly attached to back wall 14 and which cooperates with back wall 14 and cavity 16 to form a sealed vacuum reservoir 20; a valve housing portion 22 which fluidly communicates with reservoir 20; a solenoid valve assembly 24; and a check valve assembly 26. A vacuum hub locks pulse supply line 30 is coupled to valve 24 and selectively receives vacuum pulses from valve 24. Assembly 10 further includes an engine vacuum line 32 and an HVAC vacuum line 28 which are fluidly coupled to vacuum reservoir 20 and which respectively provide and receive vacuum pressure to/from reservoir 20.