Molecular Quantum Solutions

AI in Science Summit 2025 AI in Science Summit 2025 will convene scientists, industry leaders, investors, and policymakers to explore the transformative impact of artificial intelligence on scientific discovery - and how Europ...

Reach out if you would like to have a chat at one of the following conferences and summits:

03/11-04/11 Copenhagen
AI in Science Summit 2025
ais25.eu

07/11 London
UK National Quantum Showcase November 2025 (Danish Quantum Community Booth)
iuk-business-connect.org.uk/events/uk-na...

Reach out if you would like to have a chat at one of the following conferences and summits:

10/11-12/11 Copenhagen
European Quantum Technology Conference (EQTC) 2025 (Danish Quantum Community Booth)
eqtc2025.ku.dk

25/11/-26/11 Copenhagen
ASCEND Innovation Conference
ascend.dtu.dk

Comparative Studies of Quantum Annealing, Digital Annealing, and Classical Solvers for Reaction Network Pathway Analysis and mRNA Codon Selection For various optimization problems, the classical time to solution is super-polynomial and intractable to solve with classical bit-based computing hardware to date. Digital and quantum annealers have t...

Newest pre-prints and peer reviewed articles by and with MQS:

Building a scalable digital infrastructure for a (bio)chemical engineering pilot plant [...]; doi.org/10.1016/j.dc...

Comparative Studies of Quantum Annealing, Digital Annealing, and Classical Solvers [...]; arxiv.org/abs/2509.09862

Check out our Cebule (cebule.mqs.dk) Video Tutorial
youtu.be/IvzCkMaykE8?...
with the following workflow presentation:
(I) Geometry optimization with g-xTB
(II) COSMO calculation
(III) COSMO-RS sigma-moments generation

Documentation: docs.mqs.dk

Q&A: support@mqs.dk

The new g-xTB model is now accessible in Cebule (cebule.mqs.dk) for the geometry_opt task type.
Try it out yourself for your molecules/SMILES of interest. 25 minutes are for free per week:
{"smiles_list": ["O"], "optimization_method": "g_xtb", "force_field": "mmff94"}

Mark your calendars (22nd&23rd of April) for the Pharmaceutical Development Symposium in Copenhagen!
The amazing Stine Rønholt (@ronholtlab.bsky.social) (University of Copenhagen) will give a presentation with MQS on dermatological pharma formulation research:
www.pharma-symposium.dk

Upcoming Wednesday MQS will be present at the ECP in Frankfurt (tinyurl.com/ecp-mqs).
Reach out if you would like to talk about formulation development for pharma, biotech, chemistry or materials design. Our platform can also be used with process simulators to retrieve physical/thermodynamic data.

LEO Foundation Dr Abildgaard Fellow to explore targeted ways to treat eczema Assistant Professor Stine Rønholt from the LEO Foundation Center for Cutaneous Drug Delivery at the Department of Pharmacy, University of Copenhagen, is among the three talented skin researchers who a...

Our collaboration partner Stine Rønholt and her research team are studying the formulation of dermatological drug compounds to treat chronic, inflammatory skin diseases.
Assoc. Prof. Rønholt received a LEO Foundation fellowship. For more information follow this link: tinyurl.com/prof-ronholt

Great list! We, MQS, would also like to be to added to the list.

In the below screenshot one can see our high performance quantum chemistry engine Cebule with the tasks dashboard where all calculations can be tracked.

New high performance quantum chemistry and machine learning tasks can be submitted through the Python SDK (gitlab.com/mqsdk/python...).