- Tutorial
Molecular Dynamics Descriptors for Machine Learning
Generate descriptors using molecular dynamics simulation, which can be used to build machine learning models.
- Tutorial
Design of Asymmetric Catalysts with Reaction Network Enumeration Profiler
Use automated reaction workflow (AutoRXNWF) and related tools to design asymmetric molecular catalysts based on enantioselectivity
- Tutorial
Periodic Descriptors for Inorganic Solids
Generate descriptors for inorganic periodic crystal systems which can be used to build machine learning models.
- Tutorial
Optoelectronics Active Learning
Learn to predict optoelectronic properties using active learning models for a series of iridium complexes.
- Tutorial
Calculating Voltage Curves of Spinel Intercalation Compounds
Learn to generate intercalation voltage curves.
- Tutorial
Activation Energies for Reactivity in Solids and on Surfaces
Learn to model the transition state of a reaction of a small molecule on a surface via the nudged elastic band method.
- Tutorial
Modeling Surfaces
Learn to model adsorption of small molecules on a surface via a multi-step workflow.
- Tutorial
Building and Manipulating Crystal Structures
Import, manipulate and build crystal structures.
- Tutorial
Building a Coarse-Grained Polymer Model using Dissipative Particle Dynamics
Build a coarse-grained polymer chain and use it to construct an amorphous cell for a dissipative particle dynamics simulation.
- Tutorial
Building a Coarse-Grained Surfactant Model with Martini Force Field
Build a surfactant model with coarse-grained representations of PEG and water, perform and analyze simulations on the model.
- Tutorial
Ibuprofen Cyclodextrin Inclusion Complexes with the Martini Coarse-Grained Force Field
Learn to prepare and simulate a coarse-grained formulation containing ibuprofen and beta-cyclodextrin with the Martini force field.
- Tutorial
Liquid Electrolyte Properties: Part 2
Learn to perform a variety of calculations on a liquid electrolyte system using Materials Science (MS) Maestro. These properties include: determining the radial distribution function, performing cluster analysis, and calculating the diffusion coefficient.
Events
Event
Life Science
- Mar 2nd-3rd, 2026
Lab of the Future 2026
Schrödinger is excited to be participating in the Lab of the Future 2026 conference taking place on March 2nd – 3rd in Boston, Massachusetts.
Event
Materials Science
- Mar 3rd-5th, 2026
Device Packaging Conference 2026
Schrödinger is excited to be participating in the Device Packaging Conference 2026 taking place on March 2nd – 5th in Phoenix, Arizona.
Event
Life Science
- Mar 4th-5th, 2026
Festival of Biologics 2026
Schrödinger is excited to be participating in the Festival of Biologics 2026 conference taking place on March 4th – 5th in San Diego, California.
Webinars
Webinar
Materials Science
- Mar 10, 2026
Formulation ML and Optimization: Making advanced property prediction and experimental design fast and accessible
We will showcase how easy it is to apply these tools using experimental datasets across broad MS applications, including formulations, consumer goods, batteries, pharmaceuticals, and beyond.
Webinar
Materials Science
- Mar 18, 2026
The Importance of Human Know-How in AI Execution for Materials R&D
Join us to explore how Schrödinger’s domain experts integrate these three pillars to streamline material optimization.
Webinar
Materials Science
- Mar 19, 2026
Atomic layer deposition: Bridging theory and experiment to design a process for silicon carbonitride
SchrödingerとLam Researchのコラボレーション事例を通じて、計算科学(DFT)と実験(RGA、FTIR)を組み合わせ、最適な前駆体を効率的に選定するアプローチをご紹介します。
Documentation
- Documentation
Complex Bilayer Builder Panel
Build single or multi-component lipid membranes with or without an embedded membrane protein.
- Documentation
Membrane Analysis Panel
Calculate structural properties for a lipid membrane over the selected frames of a trajectory.
- Documentation
Membrane Analysis Viewer Panel
View plots of the structural properties of a lipid over the course of a molecular dynamics trajectory, generated using the Membrane Analysis panel.
Tutorials
- Tutorial
Introduction to Materials Science Maestro Tutorial
An introduction to Materials Science Maestro, covering basic navigation, an intro to building models and several of the key functionalities of the graphical user interface.
- Tutorial
Disordered System Building and Molecular Dynamics Multistage Workflows
Learn to use the Disordered System Builder and Molecular Dynamics Multistage Workflow panels to build and equilibrate model systems.
- Tutorial
Introduction to Geometry Optimizations, Functionals and Basis Sets
Perform geometry optimizations on simple organic molecules and learn basics regarding functionals and basis sets.
Training Videos
Video
Materials Science
Getting Going with Materials Science Maestro Video Series
A free video series introducing the basics of using Materials Science Maestro.
Video
Materials Science
Schrödinger’s Materials Science Builder Series: Single Complex Builder
The video demonstrates how to use the Single Complex Builder panel within Schrödinger’s Materials Science Suite to build organometallic complexes.
Video
Materials Science
Schrödinger’s Materials Science Builder Series: Enumerate Adsorbates
The video demonstrates how to use the Enumerate Adsorbates panel within Schrödinger’s Materials Science Suite to build adsorbate structures for when a gas-phase molecule adsorbs on a solid substrate.
Publications
- Publication
- Jan 20, 2026
Quantum-Enhanced Neural Exchange-Correlation Functionals
Sokolov, et al. Physical Review A, 2026, 113, 012427
- Publication
- Jan 8, 2026
Molecular Dynamics Insights into Ibuprofen Nanocrystal Dissolution Put in the Context of Classical Nucleation Theory
Skrdla, et al. Molecular Pharmaceutics, 2026, 23(2), 1089-1100
- Publication
- Jan 1, 2026
Insights into electrolyte reactivity at the Li metal surface from density functional theory
Agarwal, et al. Computational Materials Science, 2026, 261, 114278
Case Studies
Case Study
Materials Science
- Jul 11, 2025
Advancing sustainable food processing through integrated experimental and molecular simulation approaches
Scientists from Schrödinger and UMass carried out comprehensive studies experimentally and computationally to investigate the key properties and extrusion performance of zein-formulated meat alternatives.
Case Study
Life Science
Materials Science
Case Study
Materials Science
White Papers
White Paper
Materials Science
White Paper
Materials Science
White Paper
Materials Science
Quick Reference Sheets
- Quick Reference Sheet
Materials Science Panel Explorer
Get an overview of the Materials Science Panel Explorer panel for filtering for tools of interest.
- Quick Reference Sheet
Coarse Grained Mapping
Get an overview of the Coarse Grained Mapping panel for mapping all-atom structures to coarse grained models.
Latest insights from Extrapolations blog
Blog
How L’Oreal Uses Digital Simulation to Explore Sustainable Product Ingredients
Most of us could name at least one cosmetic or personal care product that’s essential to looking and feeling our best. Whether it’s a specific kind of soap, a brand of mascara, the right shade of lipstick or the shampoo that works best for our hair, these products have become a critical part of our daily routine.
Uncovering Better Materials for the Spacecraft of Tomorrow
When it comes to solving problems for his job, the work done by Dr. Levi Moore actually is rocket science. As a research chemist with the United States Air Force Research Laboratory, he’s tasked with helping to develop new materials that make it easier and safer to launch rockets into space.
Sustainable Food Packaging Designed at the Atomic Level
Each year, an estimated 330 million metric tonnes of plastic are produced globally. A significant portion of that plastic becomes waste, clogging landfills, rivers, and the ocean for centuries, damaging ecosystems and negatively impacting human health.
Training & Resources
Online certification courses
Level up your skill set with hands-on, online molecular modeling courses. These self-paced courses cover a range of scientific topics and include access to Schrödinger software and support.
Free learning resources
Learn how to deploy the technology and best practices of Schrödinger software for your project success. Find training resources, tutorials, quick start guides, videos, and more.
Other Resources