You need to create a form handler that would prevent the default form action.
The simplest implementation would be:
<form onSubmit={e => { e.preventDefault(); }}>
But ideally you create a dedicated handler for that:
<form onSubmit={this.submitHandler}>
with the following implementation
submitHandler(e) {
e.preventDefault();
}