Computational Field Theory

Overview

Core fields of research

Basic natural phenomena and mathematical thinking

Research areas

Computational Science

Faculty

Faculty of Information Technology

Research group description

Our research group studies discrete exterior calculus and uses it to solve wave equations. Our application domains include electromagnetism, acoustics, elasticity and quantum mechanics.

Current

Members

Research group

Group leaders

Tuomo Rossi

Professor

Members

External members

Markus Kivioja

Doctoral Researcher

Supercell

Publications

Publication

2024

Interpretable Sleep Stage Classification Based on Layer-Wise Relevance Propagation

IEEE Transactions on Instrumentation and Measurement.

Zhou, Dongdong

Xu, Qi

Zhang, Jiacheng

Wu, Lei

Xu, Hongming

Kettunen, Lauri

Chang, Zheng

Zhang, Qiang

Cong, Fengyu

Publication

2024

Reproducing Predictive Learning Analytics in CS1

Journal of Learning Analytics.

Zhidkikh, Denis

Heilala, Ville

Van Petegem, Charlotte

Dawyndt, Peter

Järvinen, Miitta

Viitanen, Sami

De Wever, Bram

Mesuere, Bart

Lappalainen, Vesa

Kettunen, Lauri

Hämäläinen, Raija

Publication

2024

The six C’s of successful higher education-industry collaboration in engineering education : a systematic literature review

European Journal of Engineering Education.

Vuoriainen, Antti

Rikala, Pauliina

Heilala, Ville

Lehesvuori, Sami

Oz, Sahsenem

Kettunen, Lauri

Hämäläinen, Raija

Publication

2024

Two-stage multi-task deep learning framework for simultaneous pelvic bone segmentation and landmark detection from CT images

International Journal of Computer Assisted Radiology and Surgery.

Zhai, Haoyu

Chen, Zhonghua

Li, Lei

Tao, Hairong

Wang, Jinwu

Li, Kang

Shao, Moyu

Cheng, Xiaomin

Wang, Jing

Wu, Xiang

Wu, Chuan

Zhang, Xiao

Kettunen, Lauri

Wang, Hongkai

Publication

2023

CM3 - TRANSPORT 2023 : New Greener and Digital Modern Transport - its Challenges in Design Methods, Tools and Technologies : Book of Abstracts and Programme

Reports on Scientific Computing and Optimization. Jyväskylän yliopisto.

Kettunen, Lauri

Neittaanmäki, Pekka

Tuovinen, Tero

Knoerzer, Dietrich

Publication

2023

Curiously Empty Intersection of Proof Engineering and Computational Sciences

Impact of Scientific Computing on Science and Society. Computational Methods in Applied Sciences. Springer.

Kiiskinen, Sampsa

Publication

2023

Discrete exterior calculus for photonic crystal waveguides

International Journal for Numerical Methods in Engineering.

Mönkölä, Sanna

Räty, Joona

Publication

2023

Efficient contour-based annotation by iterative deep learning for organ segmentation from volumetric medical images

International Journal of Computer Assisted Radiology and Surgery.

Zhuang, Mingrui

Chen, Zhonghua

Wang, Hongkai

Tang, Hong

He, Jiang

Qin, Bobo

Yang, Yuxin

Jin, Xiaoxian

Yu, Mengzhu

Jin, Baitao

Li, Taijing

Kettunen, Lauri

Publication

2023

Evolution and decay of an Alice ring in a spinor Bose-Einstein condensate

Physical Review Research.

Kivioja, Markus

Zamora-Zamora, Roberto

Blinova, Alina

Mönkölä, Sanna

Rossi, Tuomo

Möttönen, Mikko

Publication

2023

Luoko teknologia sivistystä?

Keskisuomalainen.

Kettunen, Lauri

Publication

2023

Novel high-performance QCA Fredkin gate and designing scalable QCA binary to gray and vice versa

Journal of Supercomputing.

Safaiezadeh, Behrouz

Kettunen, Lauri

Haghparast, Majid

Publication

2023

Novel qutrit circuit design for multiplexer, De-multiplexer, and decoder

Quantum information processing.

Taheri Monfared, Asma

Ciriani, Valentina

Kettunen, Lauri

Haghparast, Majid