GPU Day 2025

Session

Session V

23 May 2025, 09:00

HUN-REN Centre

155. pLMSAV: A Delta-Embedding Approach for Predicting Pathogenic Single Amino Acid Variants

Dr Orsolya Gereben (Institute of Biophysics and Radiation Biology, Semmelweis University)

23/05/2025, 09:00

Lecture

Predicting whether single amino acid variants (SAVs) in proteins lead to pathogenic outcomes is a critical challenge in molecular biology and precision medicine. Experimental determination of the effects of all possible mutations or those observed in pathogenic individuals is infeasible. While existing state-of-the-art tools such as AlphaMissense show promise, their performance remains...

156. AI applications from Astrophysics to Robotics

Vera Könyves (SZTAKI (Institute for Computer Science and Control))

23/05/2025, 09:30

Lecture

I will present AI applications in problems from Astrophysics to Robotics. Some of these developments and advancements are done within the Artificial Intelligence National Laboratory (MILAB), a state-of-the-art research facility focused on AI technologies.

179. Neural Networks in Physics Research

Marcell Stippinger (HUN-REN Wigner FK RMI Komputációs Tudományok Osztálya)

23/05/2025, 10:00

Lecture

In this talk, we present three use cases demonstrating how AI tools are advancing research at the HUN-REN Wigner Research Centre for Physics as part of the AI 4 Science program.

1. Literature Review with Large Language Models (LLMs):
We leverage large language models to streamline literature searches and process complex scientific documents. Recent state-of-the-art open-source models are...