Molecular research
AI For Science · Powered by Deep Potential

AI-driven drug discovery, at the speed of computation.

Atombeat is the global business entity of DP Technology (Deep Potential), delivering AI-driven drug discovery (AIDD) and scientific computing services that replace trial-and-error R&D with first-principles intelligence.

10×
Faster lead discovery
2
Continents served
MNC
Pharma partnership signed
Who we are

Computation-first science, built for global pharma.

Atombeat is the overseas business entity of DP Technology (Deep Potential), a flagship of the AI For Science paradigm. We apply the Deep Potential method to molecular simulation, free-energy calculation, and compound screening — using AI to replace traditional trial-and-error research.

The result is a dramatic compression of the time and cost required to discover lead compounds, giving pharmaceutical innovators a decisive computational edge from target to candidate.

We have signed with an overseas multinational pharmaceutical company to deliver an integrated AIDD + Research Navigator + CRO solution, with operations spanning Southeast Asia and North America.

Scientific computing laboratory
What we deliver

An integrated discovery stack.

One partner across the full pre-clinical journey — from AI-native molecular design to navigated research and validated CRO execution.

01

AIDD

AI-driven drug discovery powered by Deep Potential — molecular simulation, free-energy calculation, and large-scale virtual compound screening to surface high-quality candidates fast.

02

Research Navigator

A guided research platform that orchestrates data, models, and decisions across the discovery pipeline — keeping scientific teams aligned from hypothesis to candidate.

03

CRO Services

End-to-end contract research execution that closes the loop between in-silico prediction and wet-lab validation, delivering a seamless, accountable discovery program.

AI For Science

Replacing trial-and-error with intelligence.

Deep Potential bridges quantum-mechanical accuracy with the speed of machine learning — turning a slow, empirical search into a directed, computational one.

STEP 01

Target & Modeling

Build accurate molecular models grounded in first-principles physics.

STEP 02

Simulation

Run Deep Potential molecular simulation and free-energy calculation at scale.

STEP 03

Screening

Screen vast chemical space to rank and prioritize promising compounds.

STEP 04

Validation

Confirm leads through CRO wet-lab execution and iterate the loop.

AI and data visualization
The Deep Potential method

Quantum accuracy, machine-learning speed.

  • Molecular simulationHigh-fidelity modeling of molecular behavior at near ab-initio accuracy.
  • Free-energy calculationPrecise binding affinity prediction to guide candidate selection.
  • Compound screeningMassively parallel virtual screening across enormous chemical libraries.
  • Scientific computing at scaleHPC- and AI-native infrastructure built for production research.
Global footprint

Serving innovators across two continents.

Southeast Asia

Southeast Asia

Partnering with pharmaceutical and biotech organizations to bring AI-native discovery to one of the world's fastest-growing life-science regions.

North America

North America

Delivering integrated AIDD, Research Navigator, and CRO programs to established multinational pharmaceutical leaders.

Let's build the future of discovery

Ready to compress your discovery timeline?

Talk to our team about an AIDD + Research Navigator + CRO program tailored to your pipeline.

contact@atombeat.ltd →