modeling and inversion

USAGE SUMMARY

The phrase "modeling and inversion" is correct and usable in written English.
It can be used in contexts related to data analysis, mathematics, or scientific research where modeling and the process of inversion are discussed. Example: "The study focuses on modeling and inversion techniques to better understand the underlying phenomena."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

12 human-written examples

The results are quite satisfactory because efficient, faster procedures for modeling and inversion of DFA H/V were developed.

Earth, Planets and Space

This new optimized finite-difference scheme is particularly useful for large-scale 3D scalar-wave modeling and inversion.

Journal of Computational Physics

Based on these properties of the GILD algorithm and the probability moment perturbation theory, we develop a new stochastic GILD electromagnetic (EM) modeling and inversion algorithm (SGILD).

Methods in Geochemistry and Geophysics

To verify the performance of this approximate treatment of seafloor topography in 3-D inversions, we tested the method using synthetic seafloor datasets and both 3-D forward modeling and inversion.

Earth, Planets and Space

Although quantitative modeling and inversion processes are quite recent and up-to-date techniques, qualitative geological interpretation of gravity and magnetic data are also carried out by visual inspection and image enhancement algorithms.

Earth, Planets and Space

OpenHVSR is a computer program developed in the Matlab environment, designed for the simultaneous modeling and inversion of large Horizontal-to-Vertical Spectral Ratio (HVSR or H/V) datasets in order to construct 2D/3D subsurface models (topography included).

Computers & Geosciences

Human-verified similar examples from authoritative sources

Similar Expressions

48 human-written examples

Thirdly, the forward model and inversion model are further combined into a unity, namely generalized model.

Journal of Natural Gas Science and Engineering

After this, we fixed the thus obtained Vp model and inversion for the best-fit Vp/Vs model, starting from a variety of initial values for Vp/Vs.

Earth, Planets and Space

These trends encourage open, simple, and modern software architectures aiming at a uniform interface for interdisciplinary and flexible modelling and inversion approaches.

Computers & Geosciences

In this paper, we present a new code for the modelling and inversion of resistivity and chargeability data using a priori information to improve the accuracy of the reconstructed model for landfill.

Waste Management

Numerical simulation of the acoustic wave equation in either isotropic or anisotropic media is crucial to seismic modeling, imaging and inversion.

Journal of Computational Physics

Expert writing Tips

Best practice

When writing about complex systems, clearly define the scope of both "modeling" and "inversion" to avoid ambiguity. Specify the type of model used (e.g., finite element, statistical) and the inversion method (e.g., least squares, Bayesian).

Common error

Avoid using "modeling and inversion" as a catch-all phrase without specifying the underlying assumptions and limitations. Be specific about the data used, the uncertainties involved, and the validation techniques employed.

Linguistic Context

The phrase "modeling and inversion" functions as a noun phrase, often used as a subject or object within a sentence. It's used to describe a combined process involving the creation of models and the deduction of parameters, as illustrated by the examples provided by Ludwig.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "modeling and inversion" is a grammatically sound and scientifically relevant term used to describe the combined processes of creating models and deducing parameters from data. Ludwig AI indicates that it’s primarily used in scientific contexts. While not extremely common, its specific meaning makes it essential in technical discussions. When using this phrase, clarity is key; specify the model type and inversion method to avoid ambiguity. Be precise about assumptions, data, and validation techniques to maintain rigor in your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

forward modeling and inverse problem solving

Breaks down the phrase into its components, specifying "forward modeling" and "inverse problem solving".

numerical modeling and parameter estimation

Replaces "inversion" with "parameter estimation", highlighting the process of finding the best parameters for the model.

developing models and inferring parameters

Describes the processes of creating models and then deducing the relevant parameters through inversion.

simulation and reverse engineering

Replaces "modeling" with "simulation" and "inversion" with "reverse engineering", focusing on recreating a system from its output.

predictive modeling and back calculation

Emphasizes prediction and then working backward to determine the inputs or parameters, equivalent to inversion.

computational modeling and data assimilation

Substitutes "inversion" with "data assimilation", emphasizing the integration of data into the model.

numerical simulation and result reconstruction

Focuses on using simulation and then reconstructing the underlying parameters from the results.

system identification and model calibration

Highlights identifying a system and calibrating the model to fit observed data, akin to inversion.

model construction and iterative refinement

Focuses on the creation and improvement of a model through iterative processes, similar to inversion.

mathematical modeling and system analysis

Replaces "inversion" with a broader term, "system analysis", indicating a comprehensive examination of the model.

FAQs

How is "modeling and inversion" used in scientific research?

In scientific research, "modeling and inversion" are used to create representations of complex systems and then deduce underlying parameters or properties from observed data. This is common in fields like geophysics, engineering, and climate science.

What's the difference between "modeling and simulation" and "modeling and inversion"?

"Modeling and simulation" focuses on creating a representation of a system and then running experiments on that model. "Modeling and inversion", on the other hand, involves creating a model and then using observed data to estimate the parameters of that model.

When is it appropriate to use "modeling and inversion" in a research paper?

Use "modeling and inversion" when describing a process where you create a mathematical or computational model and then use data to estimate unknown parameters of that model. It is especially relevant when discussing inverse problems.

What are some common techniques used in "modeling and inversion"?

Common techniques include least squares inversion, Bayesian inversion, finite element modeling, and various optimization algorithms. The specific techniques depend on the nature of the problem and the available data.