Cover Image

nach0: Multimodal Natural and Chemical Languages Foundation Model

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Livne, Micha, Miftahutdinov, Zulfat, Tutubalina, Elena, Kuznetsov, Maksim, Polykovskiy, Daniil, Brundyn, Annika, Jhunjhunwala, Aastha, Costa, Anthony, Aliper, Alex, Aspuru-Guzik, Alán, Zhavoronkov, Alex
Format:	Preprint
Published:	2023
Subjects:	Computation and Language Artificial Intelligence Machine Learning Quantitative Methods
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder
by: Kuznetsov, Maksim, et al.
Published: (2024)

Informing Acquisition Functions via Foundation Models for Molecular Discovery
by: Chen, Qi, et al.
Published: (2025)

Peakspan: Defining, Quantifying and Extending the Boundaries of Peak Productive Lifespan
by: Zhavoronkov, Alex, et al.
Published: (2025)

BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning
by: Zholus, Artem, et al.
Published: (2024)

Chemistry42: An AI-based platform for de novo molecular design
by: Ivanenkov, Yan A., et al.
Published: (2021)

MMAI Gym for Science: Training Liquid Foundation Models for Drug Discovery
by: Kuznetsov, Maksim, et al.
Published: (2026)

When Single Answer Is Not Enough: Rethinking Single-Step Retrosynthesis Benchmarks for LLMs
by: Zagribelnyy, Bogdan, et al.
Published: (2026)

AlphaFold Kinase Optimizer: Enhancing Virtual Screening Performance Through Automated Refinement of AlphaFold ‐Based Kinase Structures
by: Sergei Evteev, et al.
Published: (2025)

SMILES-Mamba: Chemical Mamba Foundation Models for Drug ADMET Prediction
by: Xu, Bohao, et al.
Published: (2024)

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors
by: Kim, Hyeonah, et al.
Published: (2026)

Contrastive Mutual Information Learning: Toward Robust Representations without Positive-Pair Augmentations
by: Livne, Micha
Published: (2025)

Contrastive MIM: A Contrastive Mutual Information Framework for Unified Generative and Discriminative Representation Learning
by: Livne, Micha
Published: (2025)

A new computational model for quantifying blood flow dynamics across myogenically-active cerebral arterial networks
by: Coccarelli, Alberto, et al.
Published: (2024)

Foundation models for bioinformatics
by: Ziyu Chen, et al.
Published: (2024)

Opportunities in deep learning methods development for computational biology
by: Lee, Alex Jihun, et al.
Published: (2024)

Pretraining a Foundation Model for Small-Molecule Natural Products
by: Ding, Yuheng, et al.
Published: (2025)

bioSBM: a random graph model to integrate epigenomic data in chromatin structure prediction
by: Zhang, Alex Chen Yi, et al.
Published: (2024)

Computational optimisation of slow cooling profiles for the cryopreservation of cells in suspension
by: Jennings, Jack Lee, et al.
Published: (2025)

Chemical Language Model Linker: blending text and molecules with modular adapters
by: Deng, Yifan, et al.
Published: (2024)

NPGPT: Natural Product-Like Compound Generation with GPT-based Chemical Language Models
by: Sakano, Koh, et al.
Published: (2024)

Reconstructing Noisy Gene Regulation Dynamics Using Extrinsic-Noise-Driven Neural Stochastic Differential Equations
by: Zhang, Jiancheng, et al.
Published: (2025)

Foundations of a Compositional Systems Biology
by: Agmon, Eran
Published: (2024)

GenoHoption: Bridging Gene Network Graphs and Single-Cell Foundation Models
by: Cheng, Jiabei, et al.
Published: (2024)

Data complexity signature predicts quantum projected learning benefit for antibiotic resistance
by: Rhrissorrakrai, Kahn, et al.
Published: (2026)

Multimorbidity as a multistage disease process
by: Webster, Anthony J.
Published: (2025)

Bumblebees Exhibit Adaptive Flapping Responses to Air Disturbances
by: Jakobi, Tim, et al.
Published: (2024)

Multimodal Alignment Improves Generalizability of Genomic Biomarker Prediction in Computational Pathology
by: Redekop, Ekaterina, et al.
Published: (2026)

Control Laws in Aging and Longevity
by: Zhavoronkov, Alex
Published: (2026)

Whole slide and microscopy image analysis with QuPath and OMERO
by: Leplat, Léo, et al.
Published: (2026)

Modelling birdsong transmission with methods from molecular sequence analysis
by: Kwong, Anthony, et al.
Published: (2025)

Nature's Brewery to Bedtime: The Role of Hops in GABAA Receptor Modulation and Sleep Promotion
by: Benkherouf, Ali Y.
Published: (2024)

Data-Driven Switchback Experiments: Theoretical Tradeoffs and Empirical Bayes Designs
by: Xiong, Ruoxuan, et al.
Published: (2024)

MOSAIK: Multi-Origin Spatial Transcriptomics Analysis and Integration Kit
by: Baptista, Anthony, et al.
Published: (2025)

Learning relationships in epidemiological data using graph neural networks
by: Wood, Anthony J, et al.
Published: (2026)

Rank Ordering of Species Sensitivities to Chemicals: Discrepancies between Behavioral and Lethal Responses in Freshwater and Marine Invertebrates
by: Mocq, Julien, et al.
Published: (2025)

Evaluating New AI Cell Foundation Models on Challenging Kidney Pathology Cases Unaddressed by Previous Foundation Models
by: Wang, Runchen, et al.
Published: (2025)

MAGORINO: Magnitude-only fat fraction and R2* estimation with Rician noise modelling
by: Bray, Timothy JP, et al.
Published: (2021)

Dose-Dependent Cardiac Complexity Changes in Children Following Prenatal Glucocorticoid Exposure: Complementary Evidence from Multiscale Entropy Analysis and ECG Foundation Models
by: Garnier, Nicolas B., et al.
Published: (2026)

The Nature of Organization in Living Systems
by: Márquez-Zacarías, Pedro, et al.
Published: (2025)

Hypergraphs from multivariate connectivity: caCoh-based EEG/MEG representation
by: Vlasenko, Daniil, et al.
Published: (2026)