Global Research Outreach​ Global Research Outreach​ Global Research Outreach​

- Neural Refrigeration Cycle Network enabled Optimal Control of Closed-loop Fluid Infrastructure System

- Generative PDE-Solving and Boundary Condition Design Under Partial Observations ​

- Large Language Model-driven Efficient and Flexible Network Management for NextG Cellular Communications

- Characterization of Defects in Semiconductor Devices using Multislice Electron Ptychography

- Extreme Bandwidth Ultra-Low Energy 3D Photonic Interconnect

- Interconnects for large-scale chiplet-based system

- Optical Free-Form Couplers for High-bandwidth Integrated Photonics (OFFCHIP)

- Reverse-Engineering Brain Computations Related to Higher Cognition via Large-Scale Dynamical Systems Reconstruction ​

- Wearable Devices for Biomarkers of Early Stage Influenza-Like-Illness Detection

- High-performance electrolysis cells for efficient syngas production

- Tightly Bound Self Assembled Multilayer-Forming Molecules with End-terminal Primary Amine for Efficient CO2 Capture

- Electrothermal Integrated Carbon Capture and Utilization

- Synergetic Plasma-Catalytic Design for Gas Abatement from Semiconductor Processes ​

- Conformal prediction for trustworthy language models ​

- Learning to De-Render for Controllable Generation

- Generative foundation Models for Black-Box Optimization

- Information Theoretic Black-Box Optimization and Active Learning with Deep Generative Models ​

- Exploring Physics Inspired AI in Next G Radio Access Network Technologies ​

- Efficient Designs for Generative and Agent LLM Development ​

- Resolving Tail-to-Tail Trap Density in Semiconductor Oxide Devices ​

- Enabling Memory Coupled Compute Efficient Acceleration in the Monte Cimone RISC-V cluster ​

- Enabling Algorithm-Architecture Co-Design for Large Language Models on CXL Memory ​

- Highly Efficient Pre-Trained LLM Storage with Near-Storage Compression and CXL Memory Integration ​

- Full-color micro-LEDs via advanced epitaxy and integration techniques

- Sub-picojoule per bit optical interconnects using near infrared silicon photonics ​

- Two-Phase Cooling Strategies for Next-Generation Electronics

- Athermal Optics design, EUV mirror inspection technology ​

- Long-Range Equivariant Machine Learning Interatomic Potentials for Simulating Charge Transfer ​

- Hardware Support for Neural-Accelerated Ray Tracing ​

- RADLER: RISC-V Autonomous Driving LEvel fouR hardware/software co-design ​

- Ferrimagnetic Skyrmions for Racetrack Memory and Computing ​

- Efficient Computing Methods for Neural Networks for In-Memory Computing​

- Analyzing the Blast Radius Problem of SSD Failures on HPC ​

- Building Massively Parallel Supercomputers based on Near-Memory Computing ​

- Cubic 3D Chalcogenide Semiconductors for p-Channel BEOL Transistors ​

- Oxide-Semiconductor Vertical-Channel Ferroelectric Transistors ​

- Resolving Tail-to-Tail Trap Density in Semiconductor Oxide Devices ​

- Low Resistance TMD Contacts ​

- Human-like active tactile perception of a sensorized soft robotic finger ​

- Next generation CMOS based on single crystalline 2D materials ​

- Towards a Unified Visual Perception and Reasoning Framework ​

- Data Multiplexing for Energy-efficient Tiny ML ​

- Benchmarking the Real-World Decision Making of Autonomous Driving Systems

- In-situ Electrical and Materials Characterization for Atomic Layer Doping ​

- Physics-Constrained Neural Networks for Anomaly Detection ​

- Waveguide-based Dark Field Scattering Spectroscopy ​

- Compact High-Zoom Metasurface Camera ​

- Bioinspired Frequency Modulation based Uncooled MWIR/LWIR Detection ​

- Thermo-Mechanical Protection for Lithium-Ion Batteries ​

- Direct Upcycling of Spent Polycrystalline NMCs to Single-crystal Ni-rich NMC

- Data-driven discovery of low-cost and high-performance Li-ion cathode

- Durable fast charging Nb-oxide coated cobalt-free high Mn cathode materials ​

- Electrochemically Mediated Direct Air Capture of Carbon Dioxide ​

- Dual self-signaling and virucidal polydiacetylene-based sensors ​