- Tutorial
Applied Machine Learning for Formulations
Learn to apply the Formulation Machine Learning Panel across a range of materials applications. This tutorial assumes that you have already completed the Machine Learning for Formulations tutorial.
- Tutorial
Optimization of Formulations Using Machine Learning
Learn to build machine learning (ML) models to predict distinct properties of formulations and leverage these models to optimize formulations for desired target properties.
- Tutorial
Machine Learning for OLED Device Design
Learn to train a machine learning model to predict properties of OLED devices and subsequently apply this trained model to predict target properties for new OLED devices unseen during training.
- Tutorial
Thermal Conductivity
Learn to use the Thermal Conductivity Calculation and Results panels to calculate thermal conductivity.
- Tutorial
Automated Martini Fitting for Coarse-Grained Simulations
Use the Coarse-Grained Force Field builder to automatically fit parameters for the Martini coarse-grained force field, utilizing all-atom systems as the reference for various systems.
- Tutorial
Computational Ellipsometry
Learn how to compute the refractive index and extinction coefficient of systems of organic optoelectronics.
- Tutorial
Ab initio Molecular Dynamics Simulations of Li-ion Diffusion in Solid State Electrolytes
Learn to perform an ab initio molecular dynamics simulation and calculate the Li-ion diffusion in a solid state electrolyte.
- Tutorial
Optoelectronic Device Designer
Learn to use the Optoelectronic Device Designer panel to design an optoelectronics device structure.
- Tutorial
Thin Plane Shear
Learn to calculate the thin plane shear viscosity and friction coefficient.
Case Studies
Case Study
Life Science
Materials Science
Case Study
Materials Science
Case Study
Materials Science
Documentation
- Documentation
Materials Science Documentation
Comprehensive reference documentation covering materials science panels and workflows.
- Documentation
Materials Science Panel Explorer
Quickly learn which Schrödinger tools are the best fit for your research.
Events
Event
Life Science
- Sep 15th-17th, 2025
US User Group Meeting 2025
Schrödinger is excited to host the US User Group Meeting (UGM) at the Newport Harbor Island Resort in Newport, Rhode Island, from September 15-17, 2025.
Event
Materials Science
- Jul 23, 2025
Schrödinger User Group Meeting – Materials Science Japan 2025 Part 3
Formulation and cosmeticsをテーマに､最新機能､応用事例､今後の展望などをご紹介します。User Group Meeting (UGM)
Event
Life Science
- Jul 2nd-4th, 2025
RICT 2025
Schrödinger is excited to be participating in the RICT – 59th International Conference on Medicinal Chemistry conference taking place on July 2nd – 4th in Orléans, France.
Product 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
Polymers: Schrödinger’s Materials Science Builder Series
This video showcases a workflow for polymer modeling, including building, simulating, and analyzing polymer models, and exporting to PyMOL for movie creation.
Video
Materials Science
Building Small Molecules in MS Maestro
The sixth video in the Getting Going with Materials Science (MS) Maestro Video Series: 2D Sketcher, 3D Builder, and Force Field Minimization.
Publications
- Publication
- May 9, 2025
Efficient long-range machine learning force fields for liquid and materials properties
Weber JL, et al. arXiv, 2025, Preprint- Publication
- Mar 17, 2025
Leveraging high-throughput molecular simulations and machine learning for the design of chemical mixtures
Chew, et al. npj Computational Matererials, 2025, 11, 72- Publication
- Mar 5, 2025
A robust crystal structure prediction method to support small molecule drug development with large scale validation and blind study
Zhou, et al. Nature Communications, 2025, 16, 2210Quick Reference Sheets
- Quick Reference Sheet
Microkinetics Deposition Analysis
Get an overview of the Microkinetics Deposition Analysis panel analyzing microkinetic modeling calculation results for deposition processes.
- Quick Reference Sheet
CREST
Get an overview of the CREST panel covering conformational search for small molecule using CREST.
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.
Webinars
Webinar
Materials Science
- Jun 17, 2025
Accelerating chemical innovation with AI/ML: Breakthroughs across materials applications
In this webinar, we will explore how AI/ML is driving impactful advancements in materials innovation, highlighting case studies that illustrate cutting-edge ML techniques in diverse applications.
Webinar
Materials Science
- Jun 10, 2025
Modelling amorphous solid dispersion (ASD) release mechanisms
In this webinar, AbbVie and Schrödinger will present the results of a study using a combination of Perturbed-Chain Statistical Associating Fluid Theory (PC-SAFT) thermodynamic modeling and molecular simulation to investigate the release mechanism and the occurrence LoR of an ASD formulation.
Webinar
Materials Science
- May 29, 2025
AI/ML-Powered Formulation Design: Accelerating Innovation
Schrödinger is excited to be hosting a webinar with C&EN on May 29th.
White Papers
White Paper
Materials Science
White Paper
Materials Science
White Paper
Materials Science
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