ICMAT – CSIC

Academic

Experts in:

Modeling and simulation

  • Discrete event simulation.
  • Monte Carlo simulation (for optimisation, inference,…).
  • Chemical kinetics.
  • Valuation of financial products and their risks, portfolio management.

Statistics and Big Data

  • Statistical advice and data analysis.
  • Time series forecasting.
  • Customer, market and product studies.
  • Risk and financial analysis.
  • Bayesian statistics.
  • Machine Learning.
  • Biostatistics, epidemiology.
  • Applications in the field of health.
  • Quality control and reliability.
  • Production, process and stock control.
  • Statistical applications for industry or public administrations.

Optimization

  • Product optimization.
  • Process optimization.
  • Stock optimization.
  • Resource optimization.
  • Optimal decision support.
  • Optimization of industrial and business processes.
  • Bayesian optimization, decision analysis, risk management, stochastic optimisation,…

Artificial intelligence

  • Automatic learning.
  • Neural networks.
  • Bayesian networks.
  • Machine learning.
  • Deep learning.

Computing

  • Programming in scientific languages: Fortran, C, C++, Pyton, Matlab, R.
  • Development of software packages.
  • Parallelisation of algorithms.
  • GPU programming.
  • Distributed computing.

Areas of experience:

Challenge 1: Health

  • Visualisation, processing and analysis of medical images. Characterisation of false positives. Learning models using large databases (machine/deep learning).
  • Disease prediction models, causal inference in medicine, …

Challenge 3: Energy

  • Forecasting and planning of energy production for domestic or industrial use.
  • Optimization of the planning of the expansion capacity of energy generating elements and their transmission.
  • Decision-making assistance in energy processes.

Challenge 5: Environment

  • Simulation, optimization and control of production and distribution processes.
  • Integral optimization of product and goods supply chains.
  • Supply chain security, cybersecurity in the supply chain.

Success stories:

AESA

Repsol

AXA

Trustonomy

Contact us

Tell us your projects or needs and we will look for ways to collaborate

Free consultation
(+34) 881 813 373