Cover Image

Comparison of Optimised Geometric Deep Learning Architectures, over Varying Toxicological Assay Data Environments

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kalian, Alexander D., Otte, Lennart, Lee, Jaewook, Benfenati, Emilio, Dorne, Jean-Lou C. M., Potter, Claire, Osborne, Olivia J., Guo, Miao, Hogstrand, Christer
Format:	Preprint
Published:	2025
Subjects:	Quantitative Methods Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fine-Tuning and Prompt Engineering of LLMs, for the Creation of Multi-Agent AI for Addressing Sustainable Protein Production Challenges
by: Kalian, Alexander D., et al.
Published: (2025)

Radical-mediated Electrical Enzyme Assay For At-home Clinical Test
by: Jang, Hyun-June, et al.
Published: (2024)

Mathematical Modelling and Optimisation of Athletic Performance: Tapering and Periodisation
by: Ceddia, David, et al.
Published: (2025)

ProtT-Affinity: Sequence-Based Protein-Protein Binding Affinity Prediction Using ProtT5 Embeddings
by: Lou, Hongfu
Published: (2025)

Toxicological Evaluation of Phytochemicals and Heavy Metals in Ficus exasperata Vahl (Sandpaper) Leaves obtained in Birnin Kebbi, Nigeria
by: Yahaya, Tajudeen O., et al.
Published: (2025)

AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents
by: De Brouwer, Edward, et al.
Published: (2026)

Accounting for the geometry of the respiratory tract in viral infections
by: Williams, Thomas, et al.
Published: (2024)

Spatially-Structured Models of Viral Dynamics: A Scoping Review
by: Williams, Thomas, et al.
Published: (2025)

Interpretable Droplet Digital PCR Assay for Trustworthy Molecular Diagnostics
by: Wei, Yuanyuan, et al.
Published: (2025)

Assay2Mol: large language model-based drug design using BioAssay context
by: Deng, Yifan, et al.
Published: (2025)

LLMs Outperform Experts on Challenging Biology Benchmarks
by: Justen, Lennart
Published: (2025)

A Quantitative Holographic Agglutination Assay for Immunoglobulin A
by: Quddus, Rushna, et al.
Published: (2025)

Modeling Metabolic State Transitions in Obesity Using a Time-Varying Lambda-Omega Framework
by: Saghafi, Soheil, et al.
Published: (2026)

MP-GCAN: a highly accurate classifier for $α$-helical membrane proteins and $β$-barrel proteins
by: Li, Kunyang, et al.
Published: (2025)

Transfer Learning Bayesian Optimization to Design Competitor DNA Molecules for Use in Diagnostic Assays
by: Sedgwick, Ruby, et al.
Published: (2024)

Geometric deep learning assists protein engineering. Opportunities and Challenges
by: García-Vinuesa, Julián, et al.
Published: (2025)

Time-Varying Environmental and Polygenic Predictors of Substance Use Initiation in Youth: A Survival and Causal Modeling Study in the ABCD Cohort
by: Wei, Mengman, et al.
Published: (2026)

Stochasticity and Practical Identifiability in Epidemic Models: A Monte Carlo Perspective
by: Mattamira, Chiara, et al.
Published: (2025)

Recovering Time-Varying Networks From Single-Cell Data
by: Hasanaj, Euxhen, et al.
Published: (2024)

Spatial information allows inference of the prevalence of direct cell-to-cell viral infection
by: Williams, Thomas, et al.
Published: (2023)

Process Bigraphs and the Architecture of Compositional Systems Biology
by: Agmon, Eran, et al.
Published: (2025)

Automated Protein Motif Localization using Concept Activation Vectors in Protein Language Model Embedding Space
by: Shamail, Ahmad, et al.
Published: (2025)

Time-Varying Directed Interactions in Functional Brain Networks: Modeling and Validation
by: Xu, Nan, et al.
Published: (2026)

Domain-Aware Geometric Multimodal Learning for Multi-Domain Protein-Ligand Affinity Prediction
by: Zhang, Shuo, et al.
Published: (2026)

Plant sesquiterpene lactones
by: Agatha, Olivia, et al.
Published: (2024)

Optimising image capture for low-light widefield quantitative fluorescence microscopy
by: Peterkovic, Zane, et al.
Published: (2024)

A Bayesian Modelling Framework with Model Comparison for Epidemics with Super-Spreading
by: Craddock, Hannah, et al.
Published: (2025)

Surface Acoustic Wave Hemolysis Assay for Evaluating Stored Red Blood Cells
by: Song, Meiou, et al.
Published: (2025)

KinForm: Kinetics Informed Feature Optimised Representation Models for Enzyme $k_{cat}$ and $K_{M}$ Prediction
by: Alwer, Saleh, et al.
Published: (2025)

Comparison of Forteo and Teriparatide on Improvements in Bone Mineral Density
by: Crompton, Cassandra, et al.
Published: (2025)

Identification of PK-PD Insulin Models using Experimental GIR Data
by: Freil, Kirstine Sylvest, et al.
Published: (2024)

Neural, Muscular, and Perceptual responses with shoulder exoskeleton use over Days
by: Mukherjee, Tiash Rana, et al.
Published: (2024)

Oxygen, Angiogenesis, Cancer and Immune Interplay in Breast Tumor Micro-Environment: A Computational Investigation
by: Mirzaei, Navid Mohammad, et al.
Published: (2024)

A Comparison of Bacterial Colonies Count from Petri Dishes Utilizing Hough Transform and Traditional Manual Counting
by: Rehman, Areesha, et al.
Published: (2025)

Bayesian Comparisons Between Representations
by: Schütt, Heiko H.
Published: (2024)

Twin Peaks: Dual-Head Architecture for Structure-Free Prediction of Protein-Protein Binding Affinity and Mutation Effects
by: Dey, Supantha, et al.
Published: (2025)

Dynamic Vine Copulas: Detecting and Quantifying Time-Varying Higher-Order Interactions
by: Safaai, Houman, et al.
Published: (2026)

OralGPT: A Two-Stage Vision-Language Model for Oral Mucosal Disease Diagnosis and Description
by: Zhang, Jia, et al.
Published: (2025)

Bridging Geometric States via Geometric Diffusion Bridge
by: Luo, Shengjie, et al.
Published: (2024)

Optimizing Gene-Based Testing for Antibiotic Resistance Prediction
by: Hagerman, David, et al.
Published: (2025)