Civil and Environmental Engineering 2025-26

Core courses

Courses
Language
Exam
Credits / Coefficient
Frontiers of Deep Learning for Engineers (Next time: 2026-2027, Max. 16 persons)
CIVIL-611 / Section EDCE
Alahi, Fink, Tuia
EN
Oral presentation
4
Hands-on bioinformatics for microbial meta-omics (Next time: 2026)
ENV-621 / Section EDCE
Altshuler, Bell, Bernier-Latmani, Carratala Ripolles
EN
Oral presentation
3
Inference for large-scale time series with application to sensor fusion (Next time: Spring 2028, block course)
CIVIL-606 / Section EDCE
Guerrier, Skaloud
EN
Oral presentation
2
Models for applied environmental economics (Next time: Spring 2027, Min. 5 persons)
ENV-723 / Section EDCE
Vöhringer
EN
Oral presentation
1
New Concretes for Structures (Fall 2025, 6.11.2025 - 18.12.2025 )
CIVIL-709 / Section EDCE
Denarié
EN
Oral
2
Optimization and simulation (Next time: Spring 2026)
MATH-600 / Section EDCE
Bierlaire
EN
Multiple
4
Performance-based earthquake engineering (Next time : TBD)
CIVIL-714 / Section EDCE
Lignos
EN
Project report
3
Scientific programming for Engineers (Next time: Fall 2025)
MATH-611 / Section EDCE
Anciaux
EN
Project report
4
Selected Topics on Advanced Composites in Engineering Structures (Next time: Fall 2025, Min. 5 persons )
CIVIL-705 / Section EDCE
Invited lecturers, Vassilopoulos
EN
Multiple
2

Other doctoral courses (EDOC)

Courses
Language
Exam
Credits / Coefficient
EESS - CESS Seminar Course - option 1 (FALL) (Next time: Fall 2025. This credit count towards the transversal skills credits.)
ENV-630(a) / Section EDCE
Altshuler, Zhang
EN
Project report
1
EESS - CESS Seminar Course - option 1 (SPRING) (Next time: Spring 2026. This credit count towards the transversal skills credits.)
ENV-630(c) / Section EDCE
Altshuler, Zhang
EN
Project report
1
EESS - CESS Seminar Course - option 2 (FALL) (Next time: Fall 2025. This credit count towards the transversal skills credits.)
ENV-630(b) / Section EDCE
Altshuler, Zhang
EN
Written & Oral
1
EESS - CESS Seminar Course - option 2 (SPRING) (Next time: Spring 2026. This credit count towards the transversal skills credits.)
ENV-630(d) / Section EDCE
Altshuler, Zhang
EN
Written & Oral
1
Machine Learning for Engineers (Next time: Spring 2026)
EE-613 / Section EDEE
Calinon, Canévet, Odobez, Villamizar
EN
Multiple
4
Research skills in the Open Science Era (Next time: Spring 2026, Max. 15 participants. These credits count towards the transversal skills credits)
CIVIL-608 / Section EDCE
Anciaux, Gabella, Palatella, Weil
EN
Project report
2

External courses

Courses
Language
Exam
Credits / Coefficient
Snow Science Winter School (WSL) (Next time: Feb. 2025)
ENV-617 / Section EDCE
Löwe, Various lecturers
EN
Project report
3
Summer School: Forests in the Anthropocene (Next time: Summer 2026)
ENV-619 / Section EDCE
Grossiord, Invited lecturers
EN
Oral
3
Winter School on Optimization and Operations Research (I) (Next time: January 2026)
MATH-801(1) / Section EDCE
Bierlaire, Various lecturers
EN
Oral
1
Winter School on Optimization and Operations Research (II) (Next time: January 2026)
MATH-801(2) / Section EDCE
Bierlaire, Various lecturers
EN
Project report
2

Master courses

Courses
Language
Exam
Credits / Coefficient
Advanced composites in engineering structures
CIVIL-443 / Section GC
Vassilopoulos
EN
Winter session
Oral
3
Air pollution
ENV-409 / Section SIE
Reimann Bhend, Takahama
EN
Summer session
Written
5
Applied data analysis
CS-401 / Section SC
Brbic
EN
Winter session
Written
8
Biostatistics (Pas donné en 2025-26)
MATH-449 / Section MA
EN
Summer session
Written
5
Composites design and innovation
CIVIL-464 / Section GC
Vassilopoulos
EN
Summer session
Oral
3
Deep learning
EE-559 / Section EL
Cavallaro
EN
Summer session
During the semester
4
Distributed information systems (Pas donné en 2025-26)
CS-423 / Section SC
EN
Winter session
Written
6
Ecohydrological modeling
ENV-411 / Section SIE
Bonetti
EN
Summer session
Written
4
Engineering of existing structures
CIVIL-511 / Section GC
Denarié, Nussbaumer
EN
Winter session
Oral
4
Fate and behaviour of environmental contaminants
ENV-507 / Section SIE
Aeppli
EN
Summer session
Written
4
Image analysis and pattern recognition
EE-451 / Section EL
Thiran
EN
Summer session
During the semester
4
Image processing for Earth observation
ENV-540 / Section SIE
Tuia
EN
Winter session
During the semester
4
Machine learning
CS-433 / Section IN
West
EN
Winter session
Written
8
Machine learning I
MICRO-455 / Section MT
Billard
EN
Winter session
Written
4
Mathematical modelling of behavior
MATH-463 / Section MA
Bierlaire
EN
Winter session
Written
5
Multivariate statistics in R
ENV-513 / Section SIE
Peter
EN
Winter session
Written
4
Nonlinear analysis of structures
CIVIL-449 / Section GC
Lignos, Saloustros
EN
Winter session
Written
6
Science of climate change
ENV-410 / Section SIE
Schmale
EN
Winter session
Written
4
Sensing and spatial modeling for earth observation
ENV-408 / Section SIE
Berne, Skaloud, Tuia
EN
Summer session
Written
5
Structural stability
CIVIL-409 / Section GC
Lignos, Sousa
EN
Summer session
Written
4
Systems for data management and data science
CS-460 / Section IN
Ailamaki, Kermarrec
EN
Summer session
Written
8
Understanding statistics and experimental design
BIO-449 / Section SV
Herzog
EN
Winter session
Written
4
Visual intelligence
CS-503 / Section IN
Zamir
EN
Summer session
During the semester
6
Water and wastewater treatment
ENV-405 / Section SIE
Gu, Merle
EN
Winter session
Written
5