Order from disordered proteins: Physics-based algorithm designs biomolecules with custom properties

In synthetic and structural biology, advances in artificial intelligence have led to an explosion of designing new proteins ...
GitHub

[On Demand Profiling] torch 2.8 non-deterministic crash when setting KINETO_USE_DAEMON=1

(prof_repro) bash-5.1$ KINETO_USE_DAEMON=1 python3 collect_env.py INFO:2025-09-22 16:43:11 1146792:1146792 init.cpp:140] Registering daemon config loader, cpuOnly = 0 INFO:2025-09-22 16:43:11 ...
IEEE

Algorithm-Hardware Co-Design of a Unified Accelerator for Non-Linear Functions in Transformers

Abstract: Nonlinear functions (NFs) in Transformers require high-precision computation consuming significant time and energy, despite the aggressive quantization schemes for other components.
IEEE

A Fast and Generalizable ML-Assisted Framework for Full-Wave Inverse Scattering

Abstract: This article proposes a novel machine learning (ML)-assisted framework for solving full-wave inverse scattering problems (ISPs) in inhomogeneous, high-contrast media. Traditional ...