Used and loved by millions
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
starting conditions
Grammar usage guide and real-world examplesUSAGE SUMMARY
"starting conditions" is correct and usable in written English.
It is typically used to refer to the conditions in place before some change occurs. For example, "The starting conditions of the experiment were carefully recorded before making any adjustments."
✓ Grammatically correct
Science
News & Media
Academia
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
60 human-written examples
How can design emerge from a set of starting conditions?
Academia
In comparison to the starting conditions activity could even be increased by a factor of 50.
Science
The MGP results are however strongly dependent on the starting conditions and the applied constraints.
Science
This corresponds to an improvement of 21 times compared to the starting conditions.
The performance is dependent on the starting conditions and the step size.
The set of forecasts start from different, but equally likely, starting conditions estimated from our measurements of the atmosphere.
News & Media
Whatever the starting conditions, a computer can go through through millions of iterations to see how traits spread.
News & Media
But within a narrow range of starting conditions, a linear equation might describe them well enough for practical purposes.
That is because the maths underlying complicated systems like societies are exquisitely sensitive to a model's starting conditions.
News & Media
"Instead of running just a single forecast, our computers ran a number of forecasts – around 50 – using slightly different starting conditions.
News & Media
The success of the method is often determined by the starting conditions within a design or retrofit project.
Expert writing Tips
Best practice
When describing experiments or simulations, clearly define the "starting conditions" to ensure reproducibility and transparency. This includes specifying all relevant parameters, initial values and environmental factors.
Common error
Avoid using the phrase "starting conditions" without clearly specifying what these conditions are. For example, instead of saying "The experiment was affected by the starting conditions", detail which conditions (e.g. temperature, pressure, initial concentration) had an impact.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "starting conditions" functions as a noun phrase typically acting as the subject or object of a sentence. Ludwig shows numerous examples where it defines the parameters at the beginning of a process or experiment.
Frequent in
Science
70%
News & Media
15%
Academia
10%
Less common in
Wiki
2%
Formal & Business
2%
Reference
1%
Ludwig's WRAP-UP
In summary, "starting conditions" refers to the initial circumstances or parameters that define the beginning of a process, experiment, or simulation. Ludwig AI validates that it is grammatically correct and frequently used, particularly in scientific and academic contexts, where precision is essential. While the phrase is widely understood, clearly specifying the conditions being referred to will prevent vagueness. To enhance your writing, consider using alternatives like "initial circumstances" or "base parameters" to add nuance. Overall, understanding and appropriately using "starting conditions" contributes to clear and accurate communication, particularly in technical fields.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
initial circumstances
This alternative focuses on the surrounding factors and events at the beginning.
beginning state
This phrase emphasizes the condition or form at the outset.
initial setup
This alternative implies a deliberate arrangement or preparation at the commencement.
original situation
This refers to the circumstances as they were at the origin or commencement.
base parameters
This suggests a more technical or scientific context, referring to the foundational values or constants.
preliminary conditions
This highlights the conditions that exist before something else occurs or develops.
launching point
This metaphorically describes the starting point from which an activity or venture begins.
ground zero
This phrase is an informal way of saying beginning or origin but could have a negative connotation.
incipience
This is a more formal and less common term for the beginning stage.
Genesis
This term is a high-level or figurative term for origin and may be inappropriate in many contexts.
FAQs
How can I use "starting conditions" in a sentence?
You can use "starting conditions" to describe the initial state of a system or process, such as "The simulation's outcome heavily depends on the "initial circumstances" and parameters defined as the "starting conditions"".
What is the difference between "starting conditions" and "boundary conditions"?
"Starting conditions" refer to the initial state of a system at time zero, while "boundary conditions" define the constraints or values at the edges or boundaries of the system throughout its evolution. They are both related but represent different times and constraints.
Are there more formal alternatives to "starting conditions"?
Yes, depending on the context, you might use phrases like "initial state", "initial setup", or "base parameters", especially in scientific or technical writing.
In modeling and simulation, how important are "starting conditions"?
In many complex systems, the "starting conditions" are crucial. Small variations in the initial setup can lead to significantly different outcomes, a phenomenon known as the butterfly effect. Therefore, accurately defining and controlling these conditions is essential for reliable and valid results.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested