Leveraging AI and computational methods for translational biophysics (Conference Presentation)

The field of Artificial Intelligence (AI) and multi-physics modeling has grown immensely in the last decade and the innovation of these tools has gained popularity as a framework for translational research. This talk will focus on the use of tools in computational methods to better understand underlying mechanisms and applications related to research in biophysics. By using tools to help researchers predict outcomes and capitalize on networks, it opens a new realm of possibility for human-specific tuning related to individual biology. These methods also give rise to understanding biophysical mechanisms that explains biology/physiology and a platform for validation. It is important that we think critically as a community on the use, application and translation of these tools for research from quantum to human.

Authors

Institutions

Publication Details

Published
2025-03-20
DOI
https://doi.org/10.1117/12.3040713
Primary Topic
Genetics, Bioinformatics, and Biomedical Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Leveraging AI and computational methods for translational biophysics (Conference Presentation)

Tinen L. Iles
Genetics, Bioinformatics, and Biomedical Research
article

Leveraging AI and computational methods for translational biophysics (Conference Presentation)

Tinen L. Iles
article en

Abstract

The field of Artificial Intelligence (AI) and multi-physics modeling has grown immensely in the last decade and the innovation of these tools has gained popularity as a framework for translational research. This talk will focus on the use of tools in computational methods to better understand underlying mechanisms and applications related to research in biophysics. By using tools to help researchers predict outcomes and capitalize on networks, it opens a new realm of possibility for human-specific tuning related to individual biology. These methods also give rise to understanding biophysical mechanisms that explains biology/physiology and a platform for validation. It is important that we think critically as a community on the use, application and translation of these tools for research from quantum to human.

University of Minnesota (US), Twin Cities Orthopedics (US)
Openalex Percentile: Top 95%
Genetics, Bioinformatics, and Biomedical Research
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.