Computational Finance

 Welcome to the Computational Finance community.

 This community covers all aspects of computational finance so I welcome contributions in areas such as option pricing using finite difference and Monte Carlo methods (which will also include random number generation as a sub-topic), as well as other areas such as portfolio optimisation and algorithmic trading.

Mike Giles My own research is primarily in Monte Carlo methods, but I have an extensive background in finite difference and finite volume methods in CFD (computational fluid dynamics). I am working with NAG to develop GPU implementations of random number generators and other numerical routines (see  www.nag.co.uk/numeric/GPUs/ ) and I have also created CUDA examples of both Monte Carlo and finite difference methods (see people.maths.ox.ac.uk/~gilesm/hpc/ ). 

I hope this site will stimulate a good discussion between academics and those working in industry, on ways of improving the exploitation of GPUs for high throughput computing, and at the same time trying to simplify the programming effort required. 

Mike Giles, University of Oxford.

Featured Stories and Papers

Latest Stories and Papers

Title New Replies Last postsort icon
High Performance Implementation of an Econometrics and Financial Application on GPUs (IEEE) New 0 new 05-02-2013
Sorting Very Large Text Data in Multi GPUs (IEEE) New 0 new 04-17-2013
Participation of foreign institutions in the Project New 0 new 11-08-2012
CUDA 5 - Production Release Now Available - Many New Enabling Technologies New 0 new 10-15-2012
Accelerating Value-at-Risk Estimation on Highly Parallel Architectures (ACM) New 0 new 06-18-2012
An Energy Efficient FPGA Accelerator for Monte Carlo Option Pricing with the Heston Model (ACM) New 0 new 04-09-2012
Algorithmic Complexity in the Heston Model: an Implementation View (ACM) New 0 new 04-09-2012
Option Pricing on the GPU with Backward Stochastic Differential Equation (ACM) New 0 new 04-09-2012
Using a GPU-CPU Architecture to Speed Up a GA-Based Real-Time System for Trading the Stock Market (ACM) New 0 new 04-09-2012
Improving Scheduling Techniques in Heterogeneous Systems with Dynamic, On-Line Optimisations (IEEE) New 0 new 01-23-2012
Option Pricing on the GPU with Backward Stochastic Differential Equation (IEEE) New 0 new 01-23-2012
An Energy Efficient FPGA Accelerator for Monte Carlo Option Pricing with the Heston Model (IEEE) New 0 new 01-23-2012
Improving Scheduling Techniques in Heterogeneous Systems with Dynamic, On-Line Optimisations (ACM) New 0 new 11-12-2011
High Performance Computing and Economic Scenario Generation: Integrating Expert Forecasts into Plane Price Modeling (ACM) New 0 new 11-12-2011
A Fast and stable Heston Model Calibration on the GPU (ACM) New 0 new 11-12-2011
Monte Carlo Implementation of Financial Simulation on Cell/B.E. Multi-Core Processor (ACM) New 0 new 09-14-2011

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