2 papers
cs.NE2026
A Unified Physics-Informed Neural Network for Modeling Coupled Electro- and Elastodynamic Wave Propagation Using Three-Stage Loss Optimization
Suhas Suresh Bharadwaj, Reuben Thomas Thovelil
Physics-Informed Neural Networks present a novel approach in SciML that integrates physical laws in the form of partial differential equations directly into the NN through soft con…
cond-mat.mes-hall2025
The Post-Silicon Semiconductor Era: A Review of Physics, Synthesis, and Architectural Integration of Carbon Nanotube Field-Effect Transistors
Suhas Suresh Bharadwaj, Reuben Thomas Thovelil, Rohith Chembattammal +5
Silicon CMOS scaling is approaching a set of hard physical limits. Direct source-to-drain quantum tunneling, subthreshold swing degradation, and the Dark Silicon thermal ceiling mo…