Research & Decision Science
Research built into the product
Forecasting, optimization and applied AI for real decisions under real constraints.
- indexed research outputs
- 1,181indexed research outputs
- combined citations
- 53,485combined citations
- Clarivate Highly Cited Papers in forecasting
- Top 1%Clarivate Highly Cited Papers in forecasting
Scientific foundations
From research result to product behavior
Probabilistic forecasts, coherent hierarchies, constraint-aware recommendations and governed human intervention.
Research → product
| Research area | Enterprise problem | RabbitHawk capability |
|---|---|---|
| Hierarchical forecasting | Local forecasts do not aggregate coherently across the enterprise | Reconciled forecasts across every level |
| Probabilistic forecasting | Point forecasts hide risk | Full predictive distributions, intervals and scenario ranges |
| Optimization | Forecasts do not tell teams what to do | Constraint-aware recommendations |
| Agentic AI | Context is trapped in emails and notes | Adaptive elicitation, semantic routing and governed context workflows |
| Human-in-the-loop AI | Automation without trust creates resistance | Belief review, governed publication and intervention lineage |
| Alignment science | Teams optimize against conflicting goals | Goals & Guardrails within Forecasting & Optimization |
Hierarchical forecasting
Local forecasts do not aggregate coherently across the enterprise
Reconciled forecasts across every level
Probabilistic forecasting
Point forecasts hide risk
Full predictive distributions, intervals and scenario ranges
Optimization
Forecasts do not tell teams what to do
Constraint-aware recommendations
Agentic AI
Context is trapped in emails and notes
Adaptive elicitation, semantic routing and governed context workflows
Human-in-the-loop AI
Automation without trust creates resistance
Belief review, governed publication and intervention lineage
Alignment science
Teams optimize against conflicting goals
Goals & Guardrails within Forecasting & Optimization
Research database
Search the indexed record by title, author, venue, category or year. Records include peer-reviewed work, preprints, books, chapters and other scholarly outputs.
1,181 results · page 4 of 99
2025
Huub: Lazy Clause Generation Solver
JJ Dekker, A Ignatiev, PJ Stuckey, AZ Zhong
Schloss Dagstuhl–Leibniz-Zentrum für Informatik, 2025
Research1 citationsCombining Constraint Programming and Metaheuristics for Aircraft Maintenance Routing with a Distribution Objective
I Gjergji, L Kletzander, H Bierlee, N Musliu, PJ Stuckey
International Conference on the Integration of Constraint Programming …, 2025
Machine Learning1 citationsTowards Modern and Modular SAT for LCG (Short Paper)
JJ Dekker, A Ignatiev, PJ Stuckey, AZ Zhong
31st International Conference on Principles and Practice of Constraint …, 2025
Research1 citationsSystem and method for price optimization using graph-based machine learning
A Sriramulu, N Fourrier
US Patent App. 18/824,730, 2025
Machine LearningMixed-Integer and Constraint Programming Models for the Two-Dimensional Guillotine Cutting Problem
S Polyakovskiy, M Dehghan, A Mcgregor, PJ Stuckey
European Journal of Operational Research, 2025
Machine LearningTo whom did my vote go?
A Conway, M Blom, A Ek, P Stuckey, V Teague, D Vukcevic
arXiv preprint arXiv:2509.13370, 2025
ResearchSub-Microsecond Grid Path Planning, at What Cost?
M Carlson, D Harabor, PJ Stuckey
Proceedings of the International Symposium on Combinatorial Search 18, 38-46, 2025
Optimization3+ Seat Risk-Limiting Audits for Single Transferable Vote Elections
M Blom, A Ek, PJ Stuckey, V Teague, D Vukcevic
International Conference on Financial Cryptography and Data Security, 226-240, 2025
ResearchDoing More With Less: Mismatch-Based Risk-Limiting Audits
A Ek, M Blom, PB Stark, PJ Stuckey, VJ Teague, D Vukcevic
International Conference on Financial Cryptography and Data Security, 241-255, 2025
ResearchAcoustic-to-Hyper-Spectral: Hyper-Spectral Image Construction from Frequency Spectrums through Simulated Annealing (Student Abstract)
RE Pierau, A Meehan, H Rezatofighi, PJ Stuckey
Proceedings of the AAAI Conference on Artificial Intelligence 39 (28), 29466 …, 2025
ResearchDemocracy Developers A Guide to Risk Limiting Audits with RAIRE Part 2: Generating Assertions with RAIRE
M Blom, P Stuckey, V Teague
Machine LearningDemocracy Developers A Guide to Risk Limiting Audits with RAIRE Part 1: Auditing IRV Elections with RAIRE
M Blom, P Stuckey, V Teague
Machine Learning
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