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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
predicted inputs and
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "predicted inputs and" is correct and usable in written English.
It can be used in contexts where you are discussing anticipated data or variables that will be used in a process or analysis. Example: "The model requires the predicted inputs and corresponding outputs to generate accurate results."
✓ Grammatically correct
Alternative expressions(1)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
One-component systems, defined as proteins that contain known or predicted input and output domains in a single protein molecule but lack histidine kinase and receiver domains, are considered to be the pre-eminent mechanism for signal transduction in bacteria and archaea, except for cyanobacteria [ 7].
Science
We isolate and test the sea star otxβ1/2 cis-regulatory module and demonstrate functional binding sites for each of the predicted inputs, including Tbrain.
Science
Here is a sketch of delusion etiology: abnormalities in error prediction systems including, but not limited to, the efference copy comparator system lead to mismatches between sensory input and predicted input.
Science
Observers' thresholds modulated systematically as a function of target position, mirroring the expected interference between sensory and predicted input.
Science
In the proposed method, the behaviors of the states and input are predicted and the reference is modified so that the predicted input never exceeds the saturation limits and the modified one is closest to the given set-point command among the values which are achievable without the input saturation.
Science
Intriguingly, the overall picture for acj6 and NP5194 LHNs is that, although they may integrate across a large number of PN classes, they receive their strongest predicted input from the vPNs, vVA1lm, vDA1 and vVL1.
Science
This is consistent with the idea that the mechanism modulating the gain of prediction error (i.e. attention) operates through inference about expected precision and increases gain for predicted input.
The Bayesian maximum a posteriori parameter estimation in SAAM II was used to improve parameter identification and the accuracy of the predicted input function as described by Ferl et al. [12].
Science
Its design is a scaled-up version of Jet and the scientists here want to produce 500 megawatts of power, 10 times its predicted input.
News & Media
When we compare unpredicted input vs. predicted input, the difference might be interpreted as a suppression of responses for predicted input or as an enhancement of responses for the unpredicted input.
What follows from the scheme is that the gain of the prediction error can be amplified for predicted (more likely) input to a larger extent as the predicted input is expected to be more precise.
Expert writing Tips
Best practice
When using "predicted inputs and", clearly define the model or system generating the predictions to provide context and credibility.
Common error
Avoid using "predicted inputs and" interchangeably with actual measured inputs. Predicted inputs are forecasts, not direct observations, and should be clearly distinguished in analysis and documentation.
Source & Trust
60%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "predicted inputs and" functions as a descriptor identifying the nature of data used within a system or model. It highlights data points that are not directly observed but are instead derived from predictive processes. Ludwig indicates it's acceptable in written English.
Frequent in
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Ludwig's WRAP-UP
The phrase "predicted inputs and" is a descriptor used to define data that's forecasted or estimated rather than directly measured. It's deemed correct by Ludwig and is most applicable in technical or scientific discussions involving modeling and simulation. Given its technical nature, contexts of use are expected to be formal, particularly within scientific or business environments. While the phrase is grammatically sound, remember to clearly distinguish predicted inputs from actual measurements to avoid confusion. In the absence of specific data, similar phrases such as "forecasted input parameters and", "anticipated data inputs and", or "expected input variables and" may be more suitable.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
projected input data and
Replaces "predicted" with "projected", focusing on data that's extrapolated into the future.
forecasted input parameters and
Uses "forecasted" to highlight the estimation aspect of the inputs, especially in modeling.
anticipated data inputs and
Emphasizes expectation rather than prediction, suitable where inputs are passively expected.
expected input variables and
Focuses on inputs that are likely to occur based on prior knowledge or design.
estimated input values and
Highlights the approximation aspect of the inputs, often used when precise data is unavailable.
modeled input scenarios and
Shifts focus to inputs that are constructed as part of a specific model or simulation.
simulated input conditions and
Highlights inputs that are artificially created to mimic real-world scenarios for testing.
presumed input factors and
Suggests that the inputs are based on certain assumptions, rather than direct measurement.
hypothesized input elements and
Indicates that the inputs are speculative and part of a hypothesis to be tested.
calculated input metrics and
Highlights inputs derived from calculations based on other measured quantities.
FAQs
How can I use "predicted inputs and" in a sentence?
The phrase "predicted inputs and" is used to describe anticipated data or variables used in a model or system. For example: "The algorithm analyzes the "predicted inputs and" generates an output forecast."
What's a good alternative to "predicted inputs and"?
Alternatives include "forecasted input parameters and", "anticipated data inputs and", or "expected input variables and", depending on the specific nuance you want to convey.
In what context is "predicted inputs and" most appropriate?
This phrase is most appropriate in technical or scientific contexts where models and simulations are used to forecast future conditions or data.
How do I differentiate between "predicted inputs and" and "actual inputs and"?
"Predicted inputs and" refer to forecasted or estimated data, while "actual inputs and" refer to directly measured or observed data. It's crucial to distinguish between the two in data analysis to avoid misleading results.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
60%
Authority and reliability
4.1/5
Expert rating
Real-world application tested