Stochastic Numerics and Statistical Learning:
Theory and Applications Workshop 2026
The Stochastic Numerics and Statistical Learning Workshop 2026 will be held at KAUST between April 19 and April 29. It will convene leading scholars in stochastic algorithms, numerical analysis, statistical learning, optimization, Bayesian inference, stochastic optimal control, quantitative finance, and data assimilation, as well as experts from focused application areas. The workshop will feature a dedicated Climate Applications Day on April 23 to spotlight stochastic numerics in climate modeling, Red Sea/regional forecasting, and resilience. Another day will be centered on computational finance. These applications are of crucial importance globally and in the Kingdom.
Poster sessions will take place on April 19-20 and 26-27. Participants interested in presenting a poster should submit a title and abstract through the form.
Registration does not guarantee acceptance, as spaces are limited. You will be notified if your abstract is accepted.
DRAFT AGENDA
08:30 – 09:00
09:00 – 09:15
09:15-10:00
10:00 – 10:30
10:30-11:15
11:15 – 12:00
12:00 – 13:30
13:30 – 14:15
14:15– 15:00
15:00 – 15:30
15:30 – 16:15
16:15– 17:45
17:45 – 19:30
Day 2
08:30 – 09:00
09:00 – 10:30
10:30 – 11:00
11:00-11:45
11:45 – 12:30
12:30 – 14:00
14:00 – 14:45
14:45– 15:30
15:30 – 17:45
17:45 – 19:00
Day 3
08:30 – 09:00
09:00 – 09:45
09:45 – 10:30
10:30 – 11:00
11:00-11:45
11:45 – 12:30
12:30 – 14:00
14:00 – 14:45
14:45– 15:30
Day 4
08:30 – 09:00
09:00 – 09:45
09:45 – 10:30
10:30 – 11:00
11:00-11:45
11:45 – 12:30
12:30 – 14:00
14:00 – 14:45
14:45– 15:30
Day 5
08:30 – 09:00
09:00 – 10:30
10:30 – 11:00
11:00-11:45
11:45 – 12:30
12:30 – 14:00
14:00 – 14:45
14:45– 15:30
15:30 – 16:00
16:00– 16:45
16:45– 18:30
18:30 – 20:00
Day 6: Social event (By invitation only)
Day 7
09:30 – 10:00
10:00 – 11:30
11:30 – 11:45
11:45 – 12:00
12:00 – 12:45
12:45 – 14:00
14:00 – 14:45
14:45– 15:30
15:30– 17:45
17:45– 19:30
Day 8
08:30 – 09:00
09:00 – 09:45
09:45 – 10:30
10:30 – 11:00
11:00-11:45
11:45 – 12:30
12:30 – 14:00
14:00 – 14:45
14:45– 15:30
15:30 – 17:45
17:45 – 19:30
Day 9
08:30 – 09:00
09:00 – 10:30
10:30 – 11:00
11:00-11:45
11:45 – 12:30
12:30 – 14:00
14:00 – 14:45
14:45– 15:30
15:30 – 16:00
16:00– 16:45
16:45– 18:00
18:00 – 21:30
Day 10
08:30 – 09:00
09:00 – 09:45
09:45 – 10:30
10:30 – 11:00
11:00 – 11:45
11:45 – 12:15
12:15 – 13:30
ORGANIZERS & SPEAKERS

Prof. Raul F. Tempone
Professor, Applied Mathematics and Computational Science
KAUST

Prof. Ibrahim Hoteit
Professor, Earth Systems Science and Engineering
KAUST

Prof. Emmanuel Gobet
Sorbonne Université

Prof. Marc Bocquet
Institut Polytechnique de Paris

Prof. Eduardo Abi Jaber
Ecole Polytechnique, France

Prof. Mike Giles
University of Oxford, UK

Prof. Christoph Knochenhauer
Technical University of Munich

Prof. Maurizio Filippone
Associate Professor, Statistics
K

Prof. Håvard Rue
Professor, Statistics
KAUST

Prof. Alberto Carrassi
University of Bologna

Prof. Sebastian Reich
University of Postdam

Prof. Ajay Jasra
CUHK Shenzhen

Prof. Blanka Horvath
University of Oxford

Prof. Anders Szepess
KTH Sweden

Prof. Francesco Orabona
Associate Professor, Computer Science
KAUST

Prof. David Bolin
Professor, Statistics
KAUST

Prof. Antonis Papapantoleon
TU Delft

Prof. Ana Djurdjevac
University of Oxford

Prof. Denis Belomestny
Duisburg Essen University

Prof. Peter Richtarik
Professor, Computer Science
KAUST

Prof. Rama Cont
University of Oxford

Prof. Christa Cuchiero
University of Vienna
PLAN YOUR VISIT
To help you prepare for your upcoming visit, we encourage you to review the key information and travel advice below.
Before travelling, please check the latest travel guidelines from your country’s embassy and consult your primary care provider about vaccinations or other health preparations.
King Abdullah University of Science & Technology
4700 King Abdullah University of Science and Technology
Thuwal 23955-6900
Kingdom of Saudi Arabia
We cannot accept responsibility for visa applications. If a delegate is unable to attend due to visa issues, our usual cancellation policy will apply. We recommend obtaining travel insurance for the duration of your visit.
GCC citizens
Do not need a visa. Passport must be valid for at least six months after your planned entry date.
eVisa
Available to many countries in Europe, North America, Oceania, and parts of Asia.
By plane
Fly into King Abdulaziz International Airport in Jeddah (approx. 1-hour drive).
By car
Use the KAUST Visitor Center Parking with prior approval
Without car access, use Visitor Centre (Gate 1).
*Note that Uber does not operate within KAUST campus, but can drop you off at the entrance gate.
Delegates are responsible for booking and paying for their accommodation. Recommended hotels:

Boulevard, 7729 Bayt Al Hikma Blvd, Thuwal
5-min walk from KAUST


More travel info: Visit Saudi
Emergency services: If you are within the KAUST campus and are in need of emergency services, call 911. For a full list of emergency numbers, visit this link HERE.
KAUST Centers of Excellence
KAUST Launches Four Pioneering Centers of Excellence to Address Key National and International Priorities
KAUST CORE LABS
KAUST hosts a wide range of sophisticated instruments and world-class facilities that students can access, including the Prototyping and Product Development Core Lab, and laboratories involving robotics and embedded systems, sensors, intelligent autonomous systems and biotechnology. Specific labs will be identified based on the curriculum and individual projects.
ABOUT KAUST
Established in 2009, King Abdullah University of Science and Technology (KAUST) is a graduate research university dedicated to addressing major scientific and technological challenges. It is recognized globally for excellence, ranked #1 worldwide in citations per faculty, #1 in Saudi Arabia and #1 in the Times Higher Education Arab University Rankings for both 2023 and 2024, and #4 in Western Asia according to Nature Index 2022. With a community representing over 120 nationalities, KAUST fosters international collaboration and advances research in health, environment, energy, and digital technologies, serving as a leading global center of knowledge. The university is ranked #112 globally, has achieved 17 years of excellence, and maintains Top-20 supercomputing performance.
CONTACT US
King Abdullah University of Science and Technology (KAUST)
4700 King Abdullah University of Science and Technology
Thuwal 23955-6900
Kingdom of Saudi Arabia
Follow us on Social media: