Home / Drug discovery / Chemistry / Computational chemistry
Computational chemistry drug discovery expertise
Computational chemistry at Symeres helps you design better compounds, faster. We use modeling, virtual screening, and data-driven analysis to guide medicinal chemistry and reduce trial-and-error at every stage – from target identification to hit optimization.
Our teams combine structure-based and ligand-based design with practical chemistry insight, giving you clear predictions and experimental plans that stand up in the lab. Whether supporting a standalone project or an integrated discovery program, we focus on what matters most: reliable data, informed choices, and fewer wasted cycles.
When priorities shift or data creates surprises, we adjust quickly – keeping your program moving without losing scientific depth or context.
Related services
Computational chemistry expertise and close collaboration
From hit to IND
Decades of expertise in modeling and data analysis that guide every decision from hit finding through preclinical design.
Smart screening
Virtual screening, scaffold hopping, and library design to find better leads in less time.
Connected science
Direct collaboration across medicinal chemistry, ADME and computational science reduces risk, and gives clear insight and faster course correction.
Connected chemistry
We integrate computational chemistry, medicinal and synthetic chemistry, with scalable process development, so design ideas translate directly into real compounds.
Our chemists test hypotheses quickly, refine designs based on measured results, and scale successful compounds without disruption. That connection between design, data, and delivery keeps discovery efficient and reliable from concept to clinic.
What do our partners say?
“We are developing the most complex molecule that is built at this time in the world…We work with a lot of CROs, also chemistry CROs, and so far Symeres has done the best job with respect to transparency and also to troubleshoot the problems and find a solution. Over the years we have been really impressed with the work that Symeres has done.”
Founder
Biotech
“A sign that things are going well - we keep coming to you. We’ve given Symeres five or six different projects already. That’s almost unheard of for us.“
Senior Director, Manufacturing
Top 10 global pharma
“We’ve been with them…over 10 years. The cost, the flexibility - the value is just so strong. That’s why we’ve stuck with them.”
Senior Director, CMC
Biotech
“The progression was really phenomenal. I am truly impressed. There is a world of difference between you and other CROs.”
Start-up Founder
Biotech
“They’ve always met or exceeded my expectations - that’s why I continue to come back, company after company, year after year.”
Allen Horhota, Vice-President Platform & Delivery
Seamless Therapeutics
“If the compound can be made, Symeres will undoubtedly find out a good way to make it.”
Dooyoung Jung, CEO
Pinotbio
“I would like to extend my thanks for the excellent work Symeres has done in synthesizing the API for Part 1 of our project. Your communication throughout the process was outstanding, and the sense of urgency with which you operated allowed us to complete this phase promptly and efficiently.”
Leader
Large biotech
“The team is making short work of these targets, so we will have to start thinking of some additional targets!”
Director
Biotech
“Through our dedicated FTE resource at Symeres we have achieved remarkable results, not only by developing a new “aspirational” synthetic route but also by significantly improving the current one to deliver a sustainable route for commercial production and giving us two options for late development.”
Associate Director
Large pharma, Europe
Your discovery and development partner
Symeres supports small-molecule programs from discovery through IND with openness, agility and scientific depth.
Our connected teams in Europe and North America share data transparently, adapt quickly to new results, and stay accountable from first experiments to IND, to keep your progress clear, connected and continuous.
Resources we think you'll love
CDMO red flags you can’t ignore: Regulatory shortfalls and misalignment
Whitepaper
5 CDMO red flags you can’t ignore: A guide for biotechs and pharma
Whitepaper
CDMO red flags you can’t ignore: Underestimating technology transfer complexity
Blog
O.N.E Symeres: A practical approach to real-world drug development
Whitepaper
CDMO red flags you can’t ignore: Undefined or shifting project scope
Whitepaper
Accelerating chemical innovation: Unveiling Symeres’ parallel chemistry
Webinar | On-demand
From racemic to pure the art and science of enantiomer separation
Whitepaper
IND & IMPD enabling developability roadmap
Whitepaper
Innovations in unnatural amino acids: Advancing functional diversity and applications
Whitepaper
Leveraging copper-catalyzed ullmann-type cross-coupling reactions in PR&D
Whitepaper
Managing nitrosamines in the pharmaceutical industry: A comprehensive approach
Whitepaper
Optimizing solid-state properties and enhancing API bioavailability through physicochemical prediction
Whitepaper
Stable isotope-labeled compounds
Whitepaper
Unlocking the potential of high-throughput screening: Symegold library design and expansion insights
Interviews
Insights into drug discovery and development 2025
Interviews
Interview with the computer-aided drug design (CADD) department
Interviews
Meet the Organix Director, Mario Gonzalez
Interviews
Interview with the new Managing Director of Symeres Groningen
Interviews
An interview with Yadan Chen and Paul O’Shea
Interviews
An interview with Anu Mahadevan and Paul Blundell
Blog
Crystalline and liquid crystalline 25-hydroxy-cholest-5-en-3-sulfate sodium and methods for preparing same
Webinar | On-demand
In vivo pharmacokinetic experiments in preclinical drug development
Webinar | On-demand
Accelerating medicinal chemistry by rapid analoging
Webinar | On-demand
Solid-state chemistry part II: Optimal form selection by controlled crystallization
Webinar | On-demand
Route scouting for kilogram-scale manufacturing of APIs
Webinar | On-demand
Solid-state chemistry part I: Introduction
Computational chemistry success stories
Our modeling and design work has helped biotech and pharma teams identify stronger hits, clarify complex SARs, and advance candidates under tight timelines. By combining computation, chemistry, and biology in one framework, we’ve reduced uncertainty and delivered high quality candidates that reach IND sooner.

Connect with our computational chemistry experts
See how we can support the discovery and development of your next breakthrough.