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What is NVIDIA BioNeMo?

BioNeMo is a cloud-based platform designed for drug discovery that harnesses artificial intelligence and employs NVIDIA NeMo Megatron to enable the training and deployment of large biomolecular transformer models at an impressive scale. This service provides users with access to pre-trained large language models (LLMs) and supports multiple file formats pertinent to proteins, DNA, RNA, and chemistry, while also offering data loaders for SMILES to represent molecular structures and FASTA for sequences of amino acids and nucleotides. In addition, users have the flexibility to download the BioNeMo framework for local execution on their own machines. Among the notable models available are ESM-1, which is based on Meta AI’s state-of-the-art ESM-1b, and ProtT5, both fine-tuned transformer models aimed at protein language tasks that assist in generating learned embeddings for predicting protein structures and properties. Furthermore, the platform will incorporate OpenFold, an innovative deep learning model specifically focused on forecasting the 3D structures of new protein sequences, which significantly boosts its capabilities in biomolecular exploration. Overall, this extensive array of tools establishes BioNeMo as an invaluable asset for researchers navigating the complexities of drug discovery in modern science. As such, BioNeMo not only streamlines research processes but also empowers scientists to make significant advancements in the field.

What is ACD/Labs Percepta Platform?

Percepta provides a comprehensive platform for calculating a range of physicochemical properties, as well as ADME characteristics and toxicity endpoints. Users can seamlessly analyze outcomes from its various calculators, with each module offering targeted information, features like structure highlighting, and specific calculation methods. Additionally, the platform includes robust filtering, sorting, and graphing functionalities, which facilitate the examination of predicted outcomes. To gauge the reliability of these predictions and their applicability to your current endeavors, you can utilize metrics such as reliability index, probability assessments, and comparisons with similar structures from established training sets. The data on calculated molecular properties can also be leveraged for studying structural modifications and optimizing leads to align with the desired product profile concerning absorption, distribution, metabolism, and excretion. Furthermore, incorporating experimental data can enhance your comprehension of the unique chemical landscape while simultaneously boosting the accuracy of predictions through integrated machine learning features. This multifaceted approach not only streamlines research but also fosters innovation in chemical property analysis.

Media

Media

Integrations Supported

Evo 2
NVIDIA AI Foundations
NVIDIA Clara
NVIDIA NeMo Megatron

Integrations Supported

API Availability

API Availability

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Standard Support
Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub
Webinars

Training Options

Documentation Hub
Webinars

Company Facts

Organization Name

NVIDIA

Date Founded

1993

Company Location

United States

Company Website

www.nvidia.com/en-us/gpu-cloud/bionemo/

Company Facts

Organization Name

Advanced Chemistry Development

Date Founded

1994

Company Location

Canada

Company Website

www.acdlabs.com/products/percepta/

Categories and Features

AI Science

Not specified

Drug Discovery

Not specified

Healthcare AI

Not specified

Categories and Features

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