Background and activities
My main research interests are in the following fields:
- Climate change mitigation
- Ecosystems and Bioresources
- Sustainable Production and Consumption
- Industrial Ecology
- Data analysis and modeling
- Big data analysis
- Gaussian Markov Random Fields
- Multivariate Gaussian Random Fields
- Bayesian statistics and computational statistics
- Spatial statistics and bio-statistics
- Numerical optimization
- Mathematical programming
- Structure mechanics and Fracture mechanics
- Job shop scheduling problem
2009-2013 Ph.D. in Mathematics and Statistics
Norwegian University of Science and Technology, Norway
2007-2009 Master of Science in Mathematical Modelling and Simulation
Blekinge Institute of Technology, Karlskrona, Sweden
2002-2006 Bachelor of Science in Mechanical Engineering and Automation
Kunming University of Science and Technology, Kunming, China
Scientific, academic and artistic work
Displaying a selection of activities. See all publications in the database
- (2019) Comparison of structured and unstructured grids in marine controlled source electromagnetic inversions for offshore hydrocarbon exploration. Marine and Petroleum Geology. vol. 100.
- (2018) Quantifying the climate response to extreme land cover changes in Europe with a regional model. Environmental Research Letters. vol. 13 (7).
- (2018) Climate impacts of retention forestry in a Swedish boreal pine forest. Journal of Land Use Science. vol. 13 (3).
- (2018) From remotely‐sensed data of Norwegian boreal forests to fast and flexible models for estimating surface albedo. Journal of Advances in Modeling Earth Systems. vol. 10 (10).
- (2018) Estimating future wood outtakes in the Norwegian forestry sector under the shared socioeconomic pathways. Global Environmental Change. vol. 50.
- (2018) Contribution of forest wood products to negative emissions: historical comparative analysis from 1960 to 2015 in Norway, Sweden and Finland. Carbon Balance and Management. vol. 13 (12).
- (2017) High-resolution mapping and modelling of surface albedo in Norwegian boreal forests: from remotely sensed data to predictions. EGU General Assembly 2017 . European Geosciences Union; Vienna. 2017-04-08 - 2017-04-13.
- (2017) Norwegian Waste-to-Energy: Climate change, circular economy and carbon capture and storage. Resources, Conservation and Recycling. vol. 126.
- (2016) Spatial modeling with system of stochastic partial differential equations. Wiley Interdisciplinary Reviews: Computational Statistics. vol. 8 (2).
- (2015) A hybrid PSO-GA algorithm for job shop scheduling in machine tool production. International Journal of Production Research. vol. 53 (19).
- (2014) Multivariate Gaussian random fields with SPDEs. Pan-American Advanced Study Institute on Spatio-Temporal Statistics ; Rio de Janeiro. 2014-06-16 - 2014-06-26.
- (2014) Multivariate Spatial models with SPDEs. New Challenges in Spatial and Spatio-Temporal Modelling ; Smøgen. 2014-08-25 - 2014-08-29.
- (2014) Spatial Modelling of Temperature and Humidity using Systems of Stochastic Partial Differential Equations. Joint Statistical Meeting . ASA; Boston. 2014-08-02 - 2014-08-08.
- (2013) Model Based Interpolation for Magnetic field anomaly analysis. Extended abstracts book: 75th EAGE Conference and Technical Exhibition, London, UK.
- (2013) Multivariate Gaussian Random Fields: The Stochastic Partial Differential Equation approach. 2013. ISBN 978-82-471-4527-2.
- (2013) Multivariate Gaussian Random Fields with Oscillating Covariance Functions using Systems of Stochastic Partial Differential Equations. 2013.
- (2013) Multivariate GRFs with Systems of SPDEs. Chinese - Norwegian Mathematics Workshop ; Trondheim. 2013-06-17 - 2013-06-30.
- (2013) Multivariate Gaussian Random Fields Using Systems of Stochastic Partial Differential Equations. 2013.
- (2013) Specifying Gaussian Markov Random Fields with Incomplete Orthogonal Factorization using Givens Rotations. 2013.
- (2013) Bivariate Random Fields with System of SPDEs for Spatial Modelling of Temperature and Humidit. The 17th Norwegian Statistical Conference ; Halden. 2013-06-10 - 2013-06-13.
- (2013) Spatial Modelling of Temperature and Humidity using Systems of Stochastic Partial Differential Equations. 2013.
- (2012) Multivariate Gaussian Fields with System of SPDEs. the 24th Nordic Conference in Mathematical Statistics ; Umeå. 2012-06-10 - 2012-06-14.
- (2012) Multivariate Gaussian Random Fields using System of Stochastic Partial Differential Equations. Second Workshop on Bayesian Inference for Latent Gaussian Models with Applications ; Trondheim. 2012-05-30 - 2012-06-01.
- (2011) Resource allocation and network evolution considering economics and robustness in manufacturing grid. The International Journal of Advanced Manufacturing Technology. vol. 57 (1-4).
- (2011) An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach discussion. Journal of The Royal Statistical Society Series B-statistical Methodology. vol. 70 (4).