Prospective multi-pathogen disease forecasting using autonomous LLM-guided tree search

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Martinson, Sarah, Brenner, Michael P., Plomecka, Martyna, Williams, Brian P., Reich, Nicholas G., Shamsi, Zahra
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Evaluating infectious disease forecasts with allocation scoring rules
by: Gerding, Aaron, et al.
Published: (2023)

Optimized Three-Dimensional Photovoltaic Structures with LLM guided Tree Search
by: Brenner, Michael P., et al.
Published: (2026)

Beyond forecast leaderboards: Measuring individual model importance based on contribution to ensemble accuracy
by: Kim, Minsu, et al.
Published: (2024)

Proposing and solving olympiad geometry with guided tree search
by: Zhang, Chi, et al.
Published: (2024)

HARDMath: A Benchmark Dataset for Challenging Problems in Applied Mathematics
by: Fan, Jingxuan, et al.
Published: (2024)

Multi-pathogen situational assessment and forecasting of respiratory disease in Aotearoa New Zealand
by: Plank, M. J., et al.
Published: (2026)

Normal trees of digraphs
by: Reich, Florian
Published: (2024)

A Bayesian shrinkage estimator for transfer learning
by: Abba, Mohamed A., et al.
Published: (2024)

The pathogenesis of IgAN: Where is pathogenic IgA produced?
by: Heather N. Reich, et al.
Published: (2024)

Automated univariate time series forecasting with regression trees
by: Martínez, Francisco, et al.
Published: (2026)

Multiscale autonomous forecasting of plasma systems' dynamics using neural networks
by: Faraji, Farbod, et al.
Published: (2025)

Normalizing flows for density estimation in multi-detector gravitational-wave searches
by: Insley, Sam, et al.
Published: (2026)

Thirteen simple lifestyle scores and risk of cancer, cardiovascular disease, diabetes, and mortality: Prospective cohort study in the UK Biobank
by: Jie Ding, et al.
Published: (2025)

Polarization agnostic continuous variable quantum key distribution
by: Williams, Brian P., et al.
Published: (2025)

Enhancing few-shot time series forecasting with LLM-guided diffusion
by: Shi, Haonan, et al.
Published: (2026)

The diagnostic challenges of medullary thyroid carcinoma: A practical guide for cytopathologists
by: Marc P. Pusztaszeri, et al.
Published: (2025)

Prime the search: Using large language models for guiding geometric task and motion planning by warm-starting tree search
by: Lee, Dongryung, et al.
Published: (2025)

How much do we know about the parasites of great white sharks () and why they matter?
by: Shamsi, Shokoofeh, et al.
Published: (2025)

Multivariate and Online Transfer Learning with Uncertainty Quantification
by: Hickey, Jimmy, et al.
Published: (2024)

Multivariate and Online Transfer Learning With Uncertainty Quantification
by: Jimmy Hickey, et al.
Published: (2026)

LLM-based Agent Simulation for Maternal Health Interventions: Uncertainty Estimation and Decision-focused Evaluation
by: Martinson, Sarah, et al.
Published: (2025)

Spatio-temporal probabilistic forecast using MMAF-guided learning
by: Bardi, Leonardo, et al.
Published: (2026)

modelimportance: An R package for evaluating model importance within a multi-model ensemble
by: Kim, Minsu, et al.
Published: (2026)

Prospects of searches for invisible $B$-meson decays at FCC-ee
by: Cartelle, P. Alvarez, et al.
Published: (2025)

Vocational Training for Library Technicians: A Survey of Experience to Date.
by: Martinson, John L.
Published: (1965)

Feature-guided score diffusion for sampling conditional densities
by: Kadkhodaie, Zahra, et al.
Published: (2024)

Connectoids II: existence of normal trees
by: Bowler, Nathan, et al.
Published: (2024)

Prospects of searching for unstable nucleus states in relativistic nuclear fragmentation
by: Aretemenkov, D. A., et al.
Published: (2022)

Modelling the effect of within-host dynamics on the diversity of a multi-strain pathogen
by: Tellioglu, Nefel, et al.
Published: (2021)

Estimating Pasture Biomass from Top-View Images: A Dataset for Precision Agriculture
by: Liao, Qiyu, et al.
Published: (2025)

Survey respondents' inflation forecasts and the COVID period
by: Michael P. Clements
Published: (2024)

Efecto de la harina de champiñón y flavofosfolipol sobre la canal en pollos de engorda
by: Sepideh Shamsi
Published: (2015)

Validation and forecast applicability of multi-year global soil wetness products
by: Guo, Z., et al.
Published: ()

An AI system to help scientists write expert-level empirical software
by: Aygün, Eser, et al.
Published: (2025)

Silent Needs, Shared Stories: A Narrative Inquiry Into Spiritual Care in Paediatric Critical Care Settings
by: Shamsi Atefeh, et al.
Published: (2025)

Hydrodeoxygenation and pyrolysis of free fatty acids obtained from waste rendering fat
by: Martyna Murat
Published: (2020)

Swarms of predators exhibit "preytaxis" if individual predators use area-restricted search
by: Kareiva, P. & Odell, G
Published: (1976)

Design and valuation of multi-region CoCoCat bonds
by: Wszoła, Jacek, et al.
Published: (2025)

Prospects for new glueballs and exotics searches
by: Frere, Jean-Marie
Published: (2025)

Task tree retrieval from FOON using search algorithms
by: Attapu, Amitha
Published: (2023)