3 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.AI2026
MechReasoner: A Simulator and Benchmark for Mechanistic Reasoning in Qualitative Physics
Danilo Gusicuma, André Freitas
This work introduces MechReasoner, a mechanistic qualitative simulator grounded in confluence-based qualitative physics, together with a benchmark for mechanistic inference. Curren…
cs.CL2025
Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs
Maxime Delmas, Magdalena Wysocka, Danilo Gusicuma +1
The discovery of novel antibiotics is critical to address the growing antimicrobial resistance (AMR). However, pharmaceutical industries face high costs (over $1 billion), long tim…
q-bio.QM2024★ 3 cited
An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery
Oskar Wysocki, Magdalena Wysocka, Danilo Carvalho +5
We present BioLunar, developed using the Lunar framework, as a tool for supporting biological analyses, with a particular emphasis on molecular-level evidence enrichment for biomar…