Roadmap for using large language models (LLMs) to accelerate cross-disciplinary research with an example from computational biology
Fuente:
arXiv
Saved in:
| Main Authors: | Ke, Ruian, Ribeiro, Ruy M. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Autonomous LLM-driven research from data to human-verifiable research papers
by: Ifargan, Tal, et al.
Published: (2024)
by: Ifargan, Tal, et al.
Published: (2024)
Strategic priorities for transformative progress in advancing biology with proteomics and artificial intelligence
by: Sun, Yingying, et al.
Published: (2025)
by: Sun, Yingying, et al.
Published: (2025)
The whack-a-mole governance challenge for AI-enabled synthetic biology: literature review and emerging frameworks
by: Undheim, Trond Arne
Published: (2024)
by: Undheim, Trond Arne
Published: (2024)
Ten simple rules for collaborating with wet lab researchers for computational researchers
by: Robinson, Mark D., et al.
Published: (2024)
by: Robinson, Mark D., et al.
Published: (2024)
Securing Dual-Use Pathogen Data of Concern
by: Bloomfield, Doni, et al.
Published: (2026)
by: Bloomfield, Doni, et al.
Published: (2026)
Neural cellular automata: applications to biology and beyond classical AI
by: Hartl, Benedikt, et al.
Published: (2025)
by: Hartl, Benedikt, et al.
Published: (2025)
Monitoring Deployed AI Systems in Health Care
by: Keyes, Timothy, et al.
Published: (2025)
by: Keyes, Timothy, et al.
Published: (2025)
A Roadmap for Predictive Human Immunology
by: Khan, Aly A., et al.
Published: (2025)
by: Khan, Aly A., et al.
Published: (2025)
An Interpretable AI framework Quantifying Traditional Chinese Medicine Principles Towards Enhancing and Integrating with Modern Biomedicine
by: Li, Haoran, et al.
Published: (2025)
by: Li, Haoran, et al.
Published: (2025)
Chronic Kidney Disease Prognosis Prediction Using Transformer
by: Lee, Yohan, et al.
Published: (2025)
by: Lee, Yohan, et al.
Published: (2025)
Plant Bioelectric Early Warning Systems: A Five-Year Investigation into Human-Plant Electromagnetic Communication
by: Gloor, Peter A.
Published: (2025)
by: Gloor, Peter A.
Published: (2025)
Development and Evaluation of an Ontology for Non-Invasive Respiratory Support in Acute Care
by: Islam, Md Fantacher, et al.
Published: (2025)
by: Islam, Md Fantacher, et al.
Published: (2025)
Standards in the Preparation of Biomedical Research Metadata: A Bridge2AI Perspective
by: Caufield, Harry, et al.
Published: (2025)
by: Caufield, Harry, et al.
Published: (2025)
Translating Dietary Standards into Healthy Meals with Minimal Substitutions
by: Chan, Trevor, et al.
Published: (2026)
by: Chan, Trevor, et al.
Published: (2026)
Consistency of AI-Generated Exercise Prescriptions: A Repeated Generation Study Using a Large Language Model
by: Lee, Kihyuk
Published: (2026)
by: Lee, Kihyuk
Published: (2026)
Bioinformatics and Biomedical Informatics with ChatGPT: Year One Review
by: Wang, Jinge, et al.
Published: (2024)
by: Wang, Jinge, et al.
Published: (2024)
Immunological Density Shapes Recovery Trajectories in Long COVID
by: Wang, Jing, et al.
Published: (2026)
by: Wang, Jing, et al.
Published: (2026)
Computing in the Life Sciences: From Early Algorithms to Modern AI
by: Donkor, Samuel A., et al.
Published: (2024)
by: Donkor, Samuel A., et al.
Published: (2024)
Foundation models may exhibit staged progression in novel CBRN threat disclosure
by: Esvelt, Kevin M
Published: (2025)
by: Esvelt, Kevin M
Published: (2025)
A Roadmap for Improving Data Reliability and Sharing in Crosslinking Mass Spectrometry
by: Rappsilber, Juri, et al.
Published: (2025)
by: Rappsilber, Juri, et al.
Published: (2025)
Simplicity within biological complexity
by: Przulj, Natasa, et al.
Published: (2024)
by: Przulj, Natasa, et al.
Published: (2024)
Energy per base pair model from NN parameters and its applications in genomic research
by: Oo, Shwe Sin, et al.
Published: (2026)
by: Oo, Shwe Sin, et al.
Published: (2026)
Reproducibility and scientific interpretation in the age of AI: consilience in biological systematics, ecology, and molecular biology
by: Santos, Charles Morphy D., et al.
Published: (2025)
by: Santos, Charles Morphy D., et al.
Published: (2025)
Towards mathematical spaces for biological processes
by: Tozzi, Arturo
Published: (2026)
by: Tozzi, Arturo
Published: (2026)
Understanding nature's choice of genetic languages
by: Patel, Apoorva D.
Published: (2025)
by: Patel, Apoorva D.
Published: (2025)
Addressing ecological challenges from a quantum computing perspective
by: Clenet, Maxime, et al.
Published: (2025)
by: Clenet, Maxime, et al.
Published: (2025)
Design principles of multi-map variation in biological systems
by: Poyatos, Juan F
Published: (2023)
by: Poyatos, Juan F
Published: (2023)
A path towards AI-scale, interoperable biological data
by: Aevermann, Brian, et al.
Published: (2025)
by: Aevermann, Brian, et al.
Published: (2025)
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications
by: Kim, Sean, et al.
Published: (2024)
by: Kim, Sean, et al.
Published: (2024)
PREFER: An Ontology for the PREcision FERmentation Community
by: Amigó, Txell, et al.
Published: (2026)
by: Amigó, Txell, et al.
Published: (2026)
Boundary effects in biological planar networks: pentagonsdominate Pyropia marginal cells
by: Xu, Kai, et al.
Published: (2025)
by: Xu, Kai, et al.
Published: (2025)
Toward a general theory for the universality and scaling in critical thermal responses in biology
by: Arroyo, Jose Ignacio, et al.
Published: (2025)
by: Arroyo, Jose Ignacio, et al.
Published: (2025)
BioVeil MATRIX: Uncovering and categorizing vulnerabilities of agentic biological AI scientists
by: Provatas, Kimon Antonios, et al.
Published: (2026)
by: Provatas, Kimon Antonios, et al.
Published: (2026)
Spatial confinement and boundary constraints governing biological chirality: a simulation study
by: Tozzi, Arturo
Published: (2026)
by: Tozzi, Arturo
Published: (2026)
Building the EHR Foundation Model via Next Event Prediction
by: Chen, Zekai, et al.
Published: (2025)
by: Chen, Zekai, et al.
Published: (2025)
Evaluation and Implementation of Machine Learning Algorithms to Predict Early Detection of Kidney and Heart Disease in Diabetic Patients
by: Hasnain, Syed Ibad
Published: (2025)
by: Hasnain, Syed Ibad
Published: (2025)
Unsupervised Anomaly Detection in Wearable Foot Sensor Data: A Baseline Feasibility Study Towards Diabetic Foot Ulcer Prevention
by: Turja, Md Tanvir Hasan
Published: (2026)
by: Turja, Md Tanvir Hasan
Published: (2026)
Entropy-Dominated Temporal Vocal Dynamics as Digital Biomarkers for Depression Detection
by: Samanta, Himadri S
Published: (2026)
by: Samanta, Himadri S
Published: (2026)
From Cognition to Computation: A Comparative Review of Human Attention and Transformer Architectures
by: Zhao, Minglu, et al.
Published: (2024)
by: Zhao, Minglu, et al.
Published: (2024)
BIRDS: Characterizing and Understanding Biodiversity Impact of Large Language Model Serving
by: Shi, Tianyao, et al.
Published: (2026)
by: Shi, Tianyao, et al.
Published: (2026)
Similar Items
-
Autonomous LLM-driven research from data to human-verifiable research papers
by: Ifargan, Tal, et al.
Published: (2024) -
Strategic priorities for transformative progress in advancing biology with proteomics and artificial intelligence
by: Sun, Yingying, et al.
Published: (2025) -
The whack-a-mole governance challenge for AI-enabled synthetic biology: literature review and emerging frameworks
by: Undheim, Trond Arne
Published: (2024) -
Ten simple rules for collaborating with wet lab researchers for computational researchers
by: Robinson, Mark D., et al.
Published: (2024) -
Securing Dual-Use Pathogen Data of Concern
by: Bloomfield, Doni, et al.
Published: (2026)