Multimodal AI in Scientific Discovery: 2025 Benchmarks in Drug Discovery and Materials Science

Research article: Multimodal AI in Scientific Discovery: 2025 Benchmarks in Drug Discovery and Materials Science

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-20
DOI
https://doi.org/10.5281/zenodo.22029872
Primary Topic
Machine Learning in Materials Science
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Multimodal AI in Scientific Discovery: 2025 Benchmarks in Drug Discovery and Materials Science

Олег Ивченко, Iryna Ivchenko
Zenodo (CERN European Organization for Nuclear Research)
Machine Learning in Materials Science
preprint

Multimodal AI in Scientific Discovery: 2025 Benchmarks in Drug Discovery and Materials Science

Олег Ивченко, Iryna Ivchenko
preprint en

Abstract

Research article: Multimodal AI in Scientific Discovery: 2025 Benchmarks in Drug Discovery and Materials Science

Zenodo (CERN European Organization for Nuclear Research)
Odessa National Polytechnic University (UA)
Machine Learning in Materials Science
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Multimodal AI in Scientific Discovery: 2025 Benchmarks in Drug Discovery and Materials Science — Олег Ивченко, Iryna Ivchenko · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS