3 papers
cs.LG2025
Scaling Laws for Neural Material Models
Akshay Trikha, Kyle Chu, Advait Gosai +2
Predicting material properties is crucial for designing better batteries, semiconductors, and medical devices. Deep learning helps scientists quickly find promising materials by pr…
cond-mat.stat-mech2025
Multicomponent Linear Transport in the Absence of Local Equilibrium
Yu-Jen Chiu, Eric M. Weiner, Ahmad K. Omar
The linear laws of transport phenomena are central in our description of irreversible processes in systems across the physical sciences. Linear irreversible thermodynamics allows f…
cs.CY2024
Ethical Challenges and Evolving Strategies in the Integration of Artificial Intelligence into Clinical Practice
Ellison B. Weiner, Irene Dankwa-Mullan, William A. Nelson +1
Artificial intelligence (AI) has rapidly transformed various sectors, including healthcare, where it holds the potential to revolutionize clinical practice and improve patient outc…