The influence of timescales and data injection schemes for reservoir ...

Reservoir computing with photonic systems promises fast and energy efficient computations. Vertical emitting semiconductor lasers with two ...

(PDF) Reservoir computing using spin-VCSELs - the influence of ...

We present numerical evidence of the critical impact of different data injection schemes and internal timescales. Injection schemes based on the ...

Reservoir computing using spin-VCSELs - the influence of ...

Reservoir computing using spin-VCSELs - the influence of timescales and data injection schemes. Kathy Lüdge; Lina Jaurigue; Jonnel Jaurigue; Lukas Mühlnickel.

Data-informed reservoir computing for efficient time-series prediction

Reservoir computing using spin-VCSELs - the influence of timescales and data injection schemes. Preprint. Full-text available. May 2024.

(a) (b) (c) - Research Square

Supplementary Material: Reservoir computing using spin-VCSELs - the influence of timescales and data injection schemes. Lukas Mühlnickel, Jonnel A. Jaurigue ...

Influence of the Injection Scheme on the Enhanced Oil Recovery ...

... injection schemes. In other words, the heterogeneous reservoir can be adjusted to homogeneous and maintained for a long time when the injection scheme was AI.

Injection data analysis using material balance time for CO2 storage ...

These data contain valuable information on the subsurface (e.g. the reservoir pore volume and the formation storage capacity) that can be extracted. In this ...

Influence of the Injection Scheme on the Enhanced Oil Recovery ...

In other words, the heterogeneous reservoir can be adjusted to homogeneous and maintained for a long time when the injection scheme was AI.

Factors Influencing the Optimum Time to Start Water Injection

The data indicates that the period in the pressure history of a reservoir when oil viscosity will be lowest is at the bubble point pressure. The effect of oil ...

Research on the influence of mineral heterogeneity under different ...

Research on the influence of mineral heterogeneity under different CO2 injection schemes in low permeability reservoirs ... time) has a more pronounced effect ...

Inversion of Time‐Lapse Seismic Reservoir Monitoring Data Using ...

Analyses of 4-D seismic data volumes can help improve the quality of storage reservoir characterization, track the movement of injected CO ...

Injection-production optimization of carbonate reservoir based on an ...

Repeat steps 1-3, update the injection production optimization scheme, and optimize the real-time dynamic production. ... data with koval method ...

Evaluation of lean and rich gas injection for improved oil recovery in ...

In addition, poroelastic changes occurring within the reservoir during production, have a direct impact on porosity and flow paths. Recovery estimates from ...

Research and Discussion on Increasing the Coincidence Rate of ...

According to isotope data of water injection wells, cumulative water injection ... In order to adjust the scheme in time and minimize the impact on the ...

Enhanced Oil Recovery - Department of Energy

Gas injection , which uses gases such as natural gas, nitrogen, or carbon dioxide (CO2) that expand in a reservoir to push additional oil to a production ...

Measuring the Impact of Proper Water Injection Well Design

Visualization of the seismic data collected over time can reveal increasing impedance in the reservoir. This may indicate that the water is migrating into ...

Analysis of Warm-Back Data After Cold-Fluid Injection Into Multilayer ...

The injection rate, radius of influence, and the geothermal reservoir ... Reservoirs Under Various Production/Injection Schemes . Oral presentation given ...

On the Correlation between Reservoir Metrics and Performance for ...

Classification accuracy results for 10 initialisations for each combination of plasticity rule, connectivity method and time-series task. Class ...

Effects of Water Injection into Fractured Geothermal Reservoirs

reservoir pressures and also more efficient ther- mal energy recovery, but a t the same time the premature invasion of reinjected water back into.

Communications Physics - Nature

The influence of timescales and data injection schemes for reservoir computing using spin-VCSELs. The authors numerically investigate the reservoir computing ...