- Oct 23, 2024
Crystal structure prediction workflow for small molecule drug formulation
In this webinar, we describe how early assessment of crystal polymorphism and thermodynamic solubility continues to be elusive for drug discovery and development despite its critical importance, especially for the ever-increasing fraction of poorly soluble drug candidates.
- Oct 9, 2024
Molecular-level insight into solubility-enhancement via cosolvents and amorphous solid dispersions
In this webinar, we highlight how molecular models can aid our ability to anticipate challenges prior to candidate selection as well as to quickly understand issues that arise in later stages of development.
- Oct 8, 2024
Accelerating the Design of Asymmetric Catalysts with Schrödinger’s Digital Chemistry Platform
In this webinar, we demonstrate how Schrödinger’s advanced digital chemistry platform can be used to accelerate the direct design and discovery of asymmetric catalysts.
- Oct 1, 2024
How Physics-based Modeling and Machine Learning Enable Accelerated Development of Battery Materials
In this webinar, we focus on examples to demonstrate the application of automated solutions for accurate prediction of thermodynamic stability and voltage profile of cathode materials, ion diffusion pathways and kinetics in electrode materials, transport properties of liquid electrolytes and modeling the nucleation and growth of solid electrolyte interphase (SEI) layers using Schrödinger’s SEI simulator module.
- Sep 25, 2024
Computational reactivity and catalysis for drug synthesis
In this webinar, will take an in-depth look at how computational modeling is transforming pharmaceutical synthesis.
- Sep 25, 2024
Efficient Computation of Process Parameters for Controlling the Chemistry of Deposition or Etch
In this webinar, we illustrate how atomic-scale DFT can be embedded into higher-level computational schemes for accurate and achievable prediction of the conditions and parameters for controlling chemical processes.
- Sep 27, 2024
AI/ML meets physics-based simulations: A new era in complex materials design
In this webinar, we demonstrate the application of this combined approach in designing materials and formulations across diverse materials science applications, from battery electrolytes and fuel mixtures to thermoplastics and OLED devices.
- Sep 18, 2024
Harnessing Molecular Modeling to transform innovation in Polymeric Materials and Consumer Packaged Goods
In this webinar, we highlight Schrödinger’s Materials Science tools that can accelerate R&D efforts in these scientific domains.
- May 14, 2025
Computationally-Guided Drug Formulation Webinar Series
In this webinar series, we explore how the latest computational modeling tools are impacting the various steps in the pharmaceutical formulation process.
- Oct 9, 2024
Webinar Series: From Molecules to Materials Applications
In this webinar series, we present molecular modeling techniques and their transformative impact on Materials Science research using the Schrödinger Materials Science tools.
- Sep 11, 2024
Molecular Modeling: A Key to Solving Real-Life Challenges in Pharma Formulations
In this webinar, we describe how the demand for innovative drug delivery methods has driven researchers to explore the intricate structure-property relationships within pharmaceutical formulations.
- Sep 11, 2024
Characterizing small drug-like molecules with automated computational spectra prediction
In this webinar, we present examples that demonstrate the use of Jaguar Spectroscopy to typical modeling scenarios involving flexible drug-like molecules.
Case Studies
Documentation
- Documentation
AutoTS
Documentation for Auto TS (Transition States): an automated workflow to find transition states, particularly for elementary, molecular reactions.
- Documentation
Active Learning Applications
Active Learning Glide documentation including online help and user manual.
- Documentation
Materials Science Documentation
Comprehensive reference documentation covering materials science panels and workflows.
Events
- Jul 8, 2025
Digital and AI-Driven Materials Innovation
We hope you can join us at The Hong Kong University of Science and Technology (HKUST) in Hong Kong, on July 8th for the Digital and AI-Driven Materials Innovation Symposium.
- Jul 13th-16th, 2025
IFT First Annual Event and Expo 2025
Schrödinger is excited to be participating in the IFT First Annual Event and Expo 2025 conference taking place on June 13th – 16th in Chicago, Illinois.
- Jul 14th-18th, 2025
CRS 2025
Schrödinger is excited to be participating in the CRS Annual Meeting 2025 taking place on July 14th – 18th in Philadelphia, Pennsylvania.
Training Videos
Getting Going with Materials Science Maestro Video Series
A free video series introducing the basics of using Materials Science Maestro.
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.
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
- Aug 6, 2025
Advancing machine learning force fields for materials science applications
In this webinar, we will introduce Schrödinger’s state-of-the-art MLFF architecture, called Message Passing Network with Iterative Charge Equilibration (MPNICE), which incorporates explicit electrostatics for accurate charge representations.
- Jun 19, 2025
Schrödinger 디지털 플랫폼 솔루션을 응용한 디스플레이 소재/소자 및 배터리 소재 기술의 혁신
최근 계산과학과 신소재기술의 발전에 힘입어, 컴퓨터를 활용한 디지털 재료 설계 솔루션을 보다 쉽고 빠르게 연구개발에 적용할 수 있는 기회가 마련되었습니다.
- 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.
White Papers
Latest insights from Extrapolations blog
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.