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LIMA Dynamics
Computational Chemistry / AI Drug Discovery
Odense

LIMA Dynamics

Computational Chemistry / AI Drug Discovery

Status: Redaktionelt indsamletSidst gennemgået: 2. april 2026
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Hvad er LIMA Dynamics?

LIMA Dynamics is a bootstrapped Danish startup in Odense building a GPU-accelerated molecular dynamics engine purpose-built for generative AI in drug discovery. Founded by Daniel Rathleff Johansen, LIMA MD plugs directly into PyTorch to generate massive simulation datasets, acting as a physics oracle for self-training generative drug design models.

LIMA Dynamics ApS is a pre-revenue, bootstrapped Danish startup founded by solo developer Daniel Rathleff Johansen in Odense. The company is building a GPU-accelerated molecular dynamics engine purpose-built for generative AI in drug discovery. LIMA plugs directly into PyTorch and leverages NVIDIA GPUs to generate massive simulation datasets, acting as a physics oracle for self-training generative models to simulate drug-protein interactions.

Teknologier & Kompetencer

Molecular DynamicsGenerative AIDrug DiscoveryComputational Chemistry

Redaktionel metode & kilder

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Profilen er redaktionelt indsamlet på baggrund af offentlige kilder og research-noter.

Produkt

Produktnavn
LIMA Molecular Dynamics (LIMA MD)

LIMA MD is a GPU-accelerated molecular dynamics simulation engine that plugs into PyTorch for generative AI training. It acts as a physics oracle / on-demand infinite dataset for AI drug design — simulating drug-protein interactions so generative models can self-train. Supports Inverse Molecular Design (IMD) where researchers specify desired behavior, generative AI constructs drug molecules, and LIMA simulates to validate.

Nøglefunktioner
GPU-accelerated molecular dynamics simulation engineDirect PyTorch integration for generative AI trainingPhysics oracle generating massive training datasets on-demandInverse Molecular Design (IMD) workflowSupports NVIDIA GPU >= 3000 seriesOpen-source GitHub repo (LIMAMD) with free Membranebuilder toolRuns on Arch Linux and Debian/Ubuntu
Prismodel
B2B — pricing not publicly disclosed

Målgruppe & Kunder

Målindustrier
AI-driven drug discovery / computational chemistryPharmaceutical / BiotechHealthcare & Life ScienceScience & Engineering

Teknologi Stack

LIMA Molecular Dynamics (LIMA MD)Physics oracle / on-demand infinite dataset for AI drug design — simulates drug-protein interactions so generative models can self-trainInverse Molecular Design (IMD): researchers specify desired behavior, generative AI constructs drug molecules, LIMA simulates to validateC (39.3%), CUDA (28.1%), C++ (20.3%), Python (5.7%)PyTorch integrationNVIDIA GPU >= 3000 series

Konkurrenter

Google DeepMind (AlphaFold)SchrödingerOpenEye (Cadence Molecular Sciences)Insilico MedicineRecursion PharmaAstraZeneca Molecular Design

Ofte stillede spørgsmål om LIMA Dynamics

What is LIMA Dynamics?▼
LIMA Dynamics is a Danish startup building LIMA MD, a GPU-accelerated molecular dynamics simulation engine designed specifically for generative AI in drug discovery. It simulates drug-protein interactions to generate training datasets for AI models.
How does LIMA MD work?▼
LIMA MD plugs directly into PyTorch and uses NVIDIA GPUs to run molecular dynamics simulations at scale. Researchers can specify desired molecular behavior, and the generative AI constructs drug candidates while LIMA simulates to validate them — an approach called Inverse Molecular Design (IMD).
Who founded LIMA Dynamics?▼
LIMA Dynamics was founded by Daniel Rathleff Johansen, a software developer based in Odense, Denmark. He is the sole founder and lead developer of the LIMA MD engine.
Is LIMA MD open source?▼
LIMA MD has a public GitHub repository (LIMAMD) with partial open-source availability. A free Membranebuilder tool is also available for download on the website. The core engine appears to be proprietary.
What are LIMA Dynamics' hardware requirements?▼
LIMA MD requires an NVIDIA GPU of the 3000 series or newer, and runs on Arch Linux or Debian/Ubuntu operating systems.

Virksomhedsdata

  • LokationOdense, DK
  • BrancheComputational Chemistry / AI Drug Discovery
  • GrundlagtIgangværende system data-validering af infomation eller opdatering..
  • StiftereDaniel Rathleff Johansen
  • MedarbejdereIgangværende system data-validering af infomation eller opdatering..
  • FundingIgangværende system data-validering af infomation eller opdatering..
  • PrismodelB2B — pricing not publicly disclosed
  • CVR-statusAktiv
  • VerificeretNej
  • ProfilstatusRedaktionelt indsamlet
  • Sidst gennemgåetapril 2026
Links
WebsiteLinkedIn

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