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Try LatticeZero

Physics-first molecular docking. Zero parameters. Universal scoring.
0.785 DUD-E · 0.932 DEKOIS2 · 100+ validated targets · Real-time in browser.

WebGPU Accelerated Hybrid Scorer 100% Client-Side

By the Numbers

All computation runs in-browser via WebGPU compute shaders

Up to 15K
IsoScore
ligands/sec scoring
3,000+
IsoPose
ligands/sec adaptive docking
DUD-E & DEKOIS2
Benchmarked
across both full benchmark sets

Benchmarked on RTX-series consumer GPUs. No cloud, no queue. Docking speed depends on pose budget.


Live Demo - Try It Now

Run IsoPose to dock each ligand from scratch on your GPU, then IsoScreen to rescore with the Hybrid Scorer. Docking finds good poses, but pose scores alone vary wildly across targets — physics-first rescoring is what separates actives from decoys.

ACE
Angiotensin-Converting Enzyme
Metalloprotease
-
Dock AUC
-
IsoScreen AUC
240
Ligands
40/200
Actives / Decoys
250
Pose Budget
BACE1
Beta-Secretase 1
Aspartyl Protease
-
Dock AUC
-
IsoScreen AUC
240
Ligands
40/200
Actives / Decoys
250
Pose Budget
EGFR
Epidermal Growth Factor Receptor
Kinase
-
Dock AUC
-
IsoScreen AUC
240
Ligands
40/200
Actives / Decoys
250
Pose Budget

Validated across every major druggable protein family

Same universal scorer. No per-target fitting. Benchmarked on full DUD-E and DEKOIS2 sets.

Kinases
EGFR, CDK2, p38α, ABL1, AKT1, BRAF, JAK2, SRC, VEGFR2, CSF1R, KIT, MET, FLT3, IGF1R, PLK1, AURKA…
Proteases
Thrombin, BACE1, ACE, Factor Xa, Cathepsin L, HIV-1 PR, Caspase-3, Trypsin, Urokinase, ADAM17…
GPCRs
ADRB2, ADRB1, A2A, DRD3, 5-HT2B, CXCR4, S1P1…
Nuclear Receptors
PPARG, ERα, AR, RXRα, GR, PR, PPARδ…
Protein-Protein Interactions
MDM2, Bcl-xL, Bcl-2, MCL1…
Oxidoreductases
HMGR, DHFR, HSD, AKR, COX-1, COX-2…
Chaperones & Hydrolases
HSP90, PDE5, GBA, AmpC, PNP, PARP1, HDAC2…
Transferases
COMT, SAHH, PPAT, FNTA…
More Families
Ion channels, phosphatases, epigenetic targets, allosteric sites…
Benchmarked across full DUD-E and DEKOIS2 sets → Sign up to explore all targets

IsoPose

Up to 3,000 lig/sec AMR docking on RTX-series GPUs. Native molecular docking with AMR, GA, and FFT engines. Evaluates thousands of poses per ligand to find the optimal geometric placement. AMR recommended for IsoScreen compatibility.

IsoScreen PRO RECOMMENDED

Universal scorer — the default Pro strategy. Zero per-target parameters. Docking strain and physics terms determine the scoring pathway. Works on any target without calibration.

IsoScore Standard

Per-target calibrated scoring via the Custom Profile strategy. Build a scoring profile tuned to your target's pocket geometry using labeled active and decoy data. Optimizes physics feature weights with automated cross-validation and holdout AUC reporting. Use when you have project data and want maximum accuracy on a specific target.

IsoGrid

FFT-accelerated docking for compatible targets. Pre-computed receptor grids enable 1.5-5x faster pose search with identical accuracy.

Validated Profiles

46+ published scoring profiles across 7 target classes — the Validated Profile strategy. Each calibrated with cross-validation and holdout AUC. Select a validated profile for expert fast-path scoring on supported targets.

Export

Download ranked results as SDF with embedded scores, PDF reports with pose images, or raw CSV for downstream analysis.

Privacy First

All scoring runs in your browser via WebGPU compute shaders. Your structures and compounds never leave your machine. Zero cloud upload.


Hybrid Scorer

Physics-first live rescoring · Same calibrated scorer across targets · Zero fitted parameters

Method DUD-E AUC DEKOIS2 AUC Parameters Speed
Hybrid Scorer 0.785 0.932 0 ~50 ms
Glide SP ~0.72 -* Fitted Minutes
Glide XP ~0.75 -* Fitted Hours

*DEKOIS2 AUC not publicly reported by Schr\u00f6dinger. DUD-E is the industry standard. DEKOIS2 uses property-matched decoys that defeat statistical shortcuts. IsoScreen uses zero fitted parameters and runs entirely in your browser via WebGPU.

↑ Try it yourself - dock and score the targets above to verify these numbers on your own GPU.


How IsoPose Works

1

Upload Target

Receptor PDB or select from 100+ validated targets

2

Add Ligands

Upload your SDF compound library

3

Dock in Browser

Run IsoPose + IsoScore entirely on your GPU

4

Analyze & Export

3D viewer, ranked hits, SDF/PDF/CSV export


Beyond Drug Discovery

Materials Engine Preview

Research Preview

The same physics engine that powers molecular docking also predicts condensed matter properties from first principles. Zero fitted parameters, zero training data.

1.97%
vL RMS Error
Sound Velocity
3.9%
θD RMS Error
Debye Temp
77
Elements
30/71
Elements at <1% Error
Sound Velocity
Try the Materials Engine

Ready to dock your own targets?

Create a free account to access the full IsoScreen workbench with custom target upload, GPU rescoring, and batch processing.

Get Started Free

Free during open beta. Chrome 113+, Edge 113+, or Brave required (WebGPU).

Ligand Viewer

Click + drag to rotate
Checking WebGPU...