On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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6 results for “net-zero”

Optimal Abatement Schedules for Excess Carbon Emissions Towards a Net-Zero Targetmath.OC

Optimizes gradual reduction of excess carbon emissions to net-zero.

problem Achieving net-zero carbon emissions through gradual reduction of excess emissions.

method Stochastic control approach to identify optimal emission strategy under constraints.

result Identifies the emission strategy that maximizes future profit from excess emissions.

carbon emissions net-zero stochastic control optimal dividend insurance risk theory

2026-01-16abs ↗pdf ↗

Estimation of Corporate Greenhouse Gas Emissions via Machine Learningcs.LG

Machine learning predicts greenhouse gas emissions for undisclosed companies.

problem Lack of GHG emissions data for most companies.

method Trained machine learning model on disclosed data to estimate emissions.

result Model accurately predicts emissions for undisclosed companies.

greenhouse gases machine learning carbon footprint climate impact net-zero emissions

2021-09-09abs ↗pdf ↗

On effects of present-bias on carbon emission patterns towards a net zero targetq-fin.MF

Paper analyzes how present-bias affects carbon emissions and proposes a method to mitigate it.

problem Present-bias impacts carbon emission patterns towards a net zero target.

method Stochastic control techniques adapted from insurance risk theory.

result Higher present-bias leads to excess emissions, and carbon taxes can reduce emissions but beyond a certain point have diminishing returns.

carbon emissions present-bias net zero target stochastic control insurance risk theory

2025-10-31abs ↗pdf ↗

WindDragon: Enhancing wind power forecasting with Automated Deep Learningcs.LG

WindDragon forecasts wind power with deep learning.

problem Accurate short-term wind power forecasting is crucial for grid operation.

method Automated Deep Learning combined with Numerical Weather Predictions.

result Automated Deep Learning improves wind power forecasting accuracy.

wind power forecasting deep learning weather predictions grid operation

2024-02-22abs ↗pdf ↗

Transparency principle for carbon emissions drives sustainable financeq-fin.RM

Proposes a Carbon Equivalence Principle for financial products to align incentives and drive sustainability.

problem Align financial market incentives with carbon emissions to limit global warming.

method Introduces a Carbon Equivalence Principle requiring financial products to describe equivalent carbon flows alongside cash flows.

result Transparency of carbon flows in financial products can align incentives and reduce future costs, necessitating project re-structuring and financial net-zero designs.

carbon emissions sustainable finance financial incentives global warming project finance

2022-02-15abs ↗pdf ↗

Intergenerational Equity in Models of Climate Change Mitigation: Stochastic Interest Rates introduce Adverse Effects, but (Non-linear) Funding Costs can Improve Intergenerational Equityq-fin.MF

Modeling climate change costs with stochastic interest rates shows inequality, but funding abatement can reduce this.

problem Evaluating the costs and benefits of climate change mitigation with uncertain discount rates.

method Amended DICE model with stochastic interest rates and funding abatement costs.

result Introducing funding abatement can reduce intergenerational inequality in climate change costs.

climate change stochastic interest rates climate mitigation intergenerational equity funding abatement

2023-09-28abs ↗pdf ↗